Research Outputs Alessandro Moschitti


  • A. Bennaceur; R. Johansson; A. Moschitti; R. Spalazzese; D. Sykes; V. Issarny, "Automatic Service Categorization through Machine Learning in Emergent Middleware" in Software Technologies Concertation on Formal Methods for Components and Objects (FMCO), Turin, Italy: Springer, In press. Proceedings of: FMCO, Turin, Italy, 2012. - DOI: 10.1007/978-3-642-45260-4_2
  • A. Moschitti, Kernel Methods for Natural Language Processing, Stati Uniti d'America: Morgan and Claypool Publisher, In press, 200 p. - (Synthesis Lectures on Human Language Technologies). - ISBN: 9783540681564. - DOI: 10.1007/978-3-540-68158-8
  • Martino, Giovanni Da San; Barrón-Cedeño, Alberto; Romeo, Salvatore; Moschitti, Alessandro; Joty, Shafiq; Obaidli, Fahad A. Al; Tymoshenko, Katherina; Uva, Antonio; Bonadiman, Daniele, "Addressing Community Question Answering in English and Arabic" in Addressing Community Question Answering in English and Arabic, CoRR: CoRR, 2016. - URL: http://arxiv.org/abs/1610.05522
  • Tymoshenko, K.; Bonadiman, D.; Moschitti, A., "Convolutional neural networks vs. convolution kernels: Feature engineering for answer sentence reranking" in 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016, San Diego California, USA: NAACL, 2016, p. 1268-1278. - ISBN: 978-1-941643-91-4. - URL: http://aclweb.org/anthology/N/N16/N16-1152.pdf
  • Nicosia, Massimo; Moschitti, Alessandro, "Crossword Puzzle Resolution in Italian using Distributional Models for Clue Similarity" in Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy: CEUR, 2016. Proceedings of: IIR, Venezia, 30th May - 31st May 2016. - URL: http://ceur-ws.org/Vol-1653/paper_17.pdf
  • Timoshenko, Kateryna; Bonadiman, Daniele; Moschitti, Alessandro, "Learning to Rank Non-Factoid Answers: Comment Selection in Web Forums" in Proceedings of the 25th {ACM} International on Conference on Information and Knowledge Management, {CIKM}, Indianapolis, IN, USA: CIKM, 2016, p. 2049-2052. - URL: http://doi.acm.org/10.1145/2983323.2983906 . - DOI: 10.1145/2983323.2983906
  • Bonadiman, Daniele; Severyn, Aliaksei; Moschitti, Alessandro, "Deep Neural Networks for Named Entity Recognition in Italian." in The Italian Conference on Computational Linguistics (CLiC-it), Trento: The Italian Conference on Computational Linguistics (CLiC-it), 2015
  • Joty, Shafiq; Barrón-Cedeño, Alberto; Martino, Giovanni Da San; Filice, Simone; Moschitti, Alessandro; Màrquez, Lluís; Nakov, Preslav, "Global Thread-level Inference for Comment Classification in Community Question Answering." in Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2015, Lisbon, Portugal: EMNLP, 2015, p. 573-578. - URL: http://aclweb.org/anthology/D/D15/D15-1068.pdf
  • Basili; R.; Bosco; C.; Delmonte; R.; Moschitti; A.; Simi; M. (edited by), "Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project", by Basili, R., Bosco, C., Delmonte, R., Moschitti, A., Simi, M., Springer: Springe, 2015. - ISBN: 9783319142067
  • Aliaksei, Severyn; Moschitti, Alessandro, "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks" in Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, New York, NY, USA: ACM, 2015, p. 373-382. - ISBN: 978-1-4503-3621-5. - DOI: 10.1145/2766462.2767738
  • Aliaksei Severyn; Alessandro Moschitti; Olga Uryupina; Barbara Plank, "Multilingual opinion mining on YouTube" in INFORMATION PROCESSING & MANAGEMENT, v. 9 April 2015, (2015)
  • Moschitti, Alessandro; Nicosia, Massimo; Barlacchi, Gianni, "SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem" in Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, {ACL} 2015, Beijing, China: The Association for Computer Linguistics, 2015, p. 79-84. - ISBN: 978-1-941643-72-3. Proceedings of: ACL 2015, Beijing, China, July 26-31, 2015. - URL: http://aclweb.org/anthology/P/P15/P15-4014.pdf
  • Da San Martino, Giovanni; Filice, Simone; Moschitti, Alessandro, "Structural representations for learning relations between pairs of texts" in ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference, Beijing, China: Association for Computational Linguistics (ACL), 2015, p. 1003-1013. - ISBN: 9781941643723. Proceedings of: ACL-IJCNLP 2015, Beijing, China, 26/7/15 → 31/7/15. - URL: http://www.aclweb.org/anthology/P15-1097
  • Alishahi, Afra; Moschitti, Alessandro (edited by), "The 19th Conference on Computational Natural Language Learning", by Proceedings of the Conference, Sweden: Taberg Media Group AB, 2015. - ISBN: 978-1-941643-77-8
  • Severyn, Aliaksei; Moschitti, Alessandro, "Twitter Sentiment Analysis with Deep Convolutional Neural Networks" in Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile: ACM, 2015, p. 959-962. - ISBN: 978-1-4503-3621-5. - URL: http://doi.acm.org/10.1145/2766462.2767830 . - DOI: 10.1145/2766462.2767830
  • Gianni Barlacchi; Massimo Nicosia; Alessandro Moschitti, "A Retrieval Model for Automatic Resolution of Crossword Puzzles in Italian Language" in the First Italian Conference on Computational Linguistics (CLIC-it), Italy: Pisa University Press, 2014. - ISBN: 9788867414727. Proceedings of: CLIC-it, Pisa, Italy, 9-11 December 2014
  • Iman Saleh; Scott Cyphers; Jim Glass; Shafiq Joty; Llu`ıs M`arquez; Alessandro Moschitti; Preslav Nakov, "A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling" in COLING 2014, 25th International Conference on Computational Linguistics, Dublin, Ireland: ACL, 2014, p. 193-202. - ISBN: 9781941643266. Proceedings of: COLING 2014, Dublin, Ireland, August 23-29, 2014. - URL: http://aclweb.org/anthology/C/C14/C14-1020.pdf
  • Aliaksei Severyn; Alessandro Moschitti; Manos Tsagkias; Richard Berendsen; Maarten de Rijke, "A syntax-aware re-ranker for microblog retrieval" in the 37th international ACM SIGIR conference on Research & development in information retrieval, Gold Coast: ACM New York, NY, USA, 2014, p. 1067-1070. - ISBN: 9781450322577. Proceedings of: SIGIR '14, Gold Coast, Queensland, Australia, July, 2014. - URL: http://doi.acm.org/10.1145/2600428.2609511 . - DOI: 10.1145/2600428.2609511
  • Olga Uryupina; Alessandro Moschitti, "Coreference resolution for Italian: Assessing the impact of linguistic components" in the First Italian Conference on Computational Linguistics (CLIC-it), Pisa: Pisa University Press, 2014. - ISBN: 9788867414727. Proceedings of: CLIC-it, Pisa, Italy, 9-10 December 2014
  • Azad Abad; Alessandro Moschitti, "Creating a standard for evaluating Distant Supervision for Relation Extraction" in the First Italian Conference on Computational Linguistics (CLIC-it), Pisa: Pisa University Press, 2014. - ISBN: 9788867414727. Proceedings of: CLIC-it, Pisa, Italy, 9-11 December 2014
  • Joty Shafiq; Moschitti Alessandro, "Discriminative Reranking of Discourse Parses Using Tree Kernels" in Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar: Association for Computational Linguistics, 2014, p. 2049-2060. - ISBN: 9781937284961. Proceedings of: Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar, October 2014. - URL: http://www.aclweb.org/anthology/D14-1219
  • Kateryna Tymoshenko; Alessandro Moschitti; Aliaksei Severyn, "Encoding Semantic Resources in Syntactic Structures for Passage Reranking" in 14th Conference of the European Chapter of the Association for Computational Linguistics 2014, EACL 2014, Gothenburg: Association for Computational Linguistics (ACL), 2014, p. 664-672. - ISBN: 9781632663962. Proceedings of: EACL 2014, Gothenburg, Sweden, 2014
  • D. Dupplaw; M.Matthews; R. Johansson; G. Boato; A. Costanzo; M. Fontani; E. Minack; E. Demidova; R. Blanco; T. Griffiths; P. Lewis; J. Hare; A. Moschitti, "Information extraction from multimedia web documents: an open-source platform and testbed" in INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, v. 2014, n. 2 (2014), p. 97-111. - DOI: 10.1007/s13735-014-0051-2
  • Francisco Guzm´an; Shafiq Joty; Llu`ıs M`arquez; Alessandro Moschitti; Preslav Nakov and Massimo Nicosia, "Learning to Differentiate Better from Worse Translations" in Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar: Association for Computational Linguistics, 2014, p. 214-220. - ISBN: 9781937284961. Proceedings of: EMNLP, Doha, Qatar, October 2014. - URL: http://www.aclweb.org/anthology/D14-1027
  • Gianni Barlacchi; Massimo Nicosia; Alessandro Moschitti, "Learning to Rank Answer Candidates for Automatic Resolution of Crossword Puzzles" in Proceedings of the Eighteenth Conference on Computational Natural Language Learning, Baltimore, Maryland, USA: Association for Computational Linguistics, 2014, p. 39-48. - ISBN: 9781941643020. Proceedings of: CoNLL 2014, Baltimore, Maryland, USA, June 26-27, 2014. - URL: http://aclweb.org/anthology/W14-1605
  • Iryna Haponchyk; Alessandro Moschitti, "Making Latent SVMstruct Practical for Coreference Resolution" in the First Italian Conference on Computational Linguistics (CLIC-it), Pisa: Pisa University Press, 2014. - ISBN: 9788867414727. Proceedings of: CLIC-it, Pisa, Italy, 9-10 December 2014
  • Alessandro Moschitti; Bo Pang; Walter Daelemans (edited by), "Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing", by Alessandro Moschitti, Bo Pang, Walter Daelemans, Doha, Qatar: ACL, 2014. - ISBN: 9781937284961
  • Iman Saleh; Alessandro Moschitti; Preslav Nakov; Llu`ıs M`arquez; Shafiq Joty, "Semantic Kernels for Semantic Parsing" in Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar: Association for Computational Linguistics, 2014, p. 436-442. - ISBN: 9781937284961. Proceedings of: EMNLP, Doha, Qatar, October 2014. - URL: http://www.aclweb.org/anthology/D14-1050
  • Julio Gonzalo; Hang Li; Alessandro Moschitti; Jun Xu, "Semantic Matching in Information Retrieval" in SIGIR 2014 Workshop on Semantic Matching in Information Retrieval, Gold Coast, Queensland, Australia: ACM, 2014. - ISBN: 9781450322577. Proceedings of: SIGIR '14, Gold Coast, Queensland, Australia, July, 2014. - URL: http://doi.acm.org/10.1145/2600428.2600738 . - DOI: 10.1145/2600428.2600738
  • Olga Uryupina; Barbara Plank; Aliaksei Severyn; Agata Rotondi; Alessandro Moschitti, "SenTube: A Corpus for Sentiment Analysis on YouTube Social Media" in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland: European Language Resources Association (ELRA), 2014, p. 4244-4249. - ISBN: 9782951740884. Proceedings of: LREC'14, Reykjavik, Iceland, May 2014. - URL: http://www.lrec-conf.org/proceedings/lrec2014/pdf/180_Paper.pdf
  • Julio Gonzalo;Hang Li;Alessandro Moschitti;Jun Xu (edited by), "SIGIR 2014 workshop on semantic matching in information retrievalProceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval - SIGIR '14", by Julio Gonzalo, Hang Li, Alessandro Moschitti and Jun Xu, , New York, NY, USA: ACM New York, NY, USA, 2014, 1296 p. - ISBN: 9781450322577. - DOI: 10.1145/2600428.2600738
  • Matthias Gander; Michael Felderer; Basel Katt; Adrian Tolbaru; Ruth Breu; Alessandro Moschitti, "Anomaly Detection in the Cloud: Detecting Security Incidents via Machine Learning" in Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, Germany: Springer Berlin Heidelberg, 2013, p. 103-116. - (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE). - ISBN: 9783642452598. - DOI: 10.1007/978-3-642-45260-4_8
  • Severyn, A.; Moschitti, A., "Automatic Feature Engineering for Answer Selection and Extraction" in emnlp 2013: ACL - Association for Computational Linguistic, 2013, p. 458-467. - ISBN: 9781937284978. Proceedings of: EMNLP 2013, Seattle, Washington, USA, October 19–21, 2013. - URL: http://dblp.uni-trier.de/db/conf/emnlp/emnlp2013.html#SeverynM13
  • Alessandra Giordani; Alessandro Moschitti, "Automatic Generation and Reranking of SQL-Derived Answers to NL Questions" in Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, Germany: Springer Berlin Heidelberg, 2013, p. 59-76. - (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE). - ISBN: 9783642452598. - DOI: 10.1007/978-3-642-45260-4_5
  • Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti, "Building Structures from Classifiers for Passage Reranking" in International Conference on Information and Knowledge Management, New York, NY, USA: ACM, 2013. - ISBN: 9781450322638. Proceedings of: CIKM 2013, San Francisco, CA, US, October 27 to November 1, 2013. - DOI: 10.1145/2505515.2505688
  • Barbara Plank; Alessandro Moschitti, "Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction" in ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Sofia, Bulgaria: The Association for Computer Linguistics, 2013, p. 1498-1507. - ISBN: 9781937284503. Proceedings of: ACL 2013, Sofia, Bulgaria, 4-9 August 2013. - URL: http://dblp.uni-trier.de/db/conf/acl/acl2013-1.html#PlankM13
  • R. Basili; D. Cao; A. Lenci; A. Moschitti; G. Venturi, "EvalIta 2011: the Frame Labeling over Italian Texts Task" in Proceedings of The third evaluation campaign of Natural Language Processing and Speech tools for Italian, Germany: Springer, 2013, p. 195-204. - (LECTURE NOTES IN COMPUTER SCIENCE). Proceedings of: EVALITA 2011, Italy, 2012. - DOI: 10.1007/978-3-642-35828-9
  • A. Severyn; A. Moschitti, "Fast Linearization of Tree Kernels over Large-Scale Data" in INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, Beijing, China: AAAI PRESS, 2013. - ISBN: 9781577356332. Proceedings of: IJCAI, Beijing, China, 3–9 August 2013
  • Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti, "iKernels-Core: Tree Kernel Learning for Textual Similarity" in SEM 2013: The Second Joint Conference on Lexical and Computational Semantics, SUA: ACL - Association for Computational Linguistic, 2013. - ISBN: 9781937284480. Proceedings of: SEM 2013, Atlanta, Georgia, USA, June 13-14, 2013
  • Qi Ju; Alessandro Moschitti, "Incremental Reranking for Hierarchical Text Classification" in ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval, Berlin, Heidelberg: Springer-Verlag Berlin, Heidelberg, 2013, p. 726-729. - ISBN: 9783642369728. Proceedings of: ECIR'13, Moscow, Russia, 24-27, March 2013. - DOI: 10.1007/978-3-642-36973-5_70
  • Alessandro Moschitti, "Kernel-based learning to rank with syntactic and semantic structures" in SIGIR '13, Dublin, Ireland: ACM, 2013. - ISBN: 9781450320344. Proceedings of: SIGIR 2013, Dublin, Ireland, July 28 - August 01, 2013
  • Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti, "Learning Adaptable Patterns for Passage Reranking" in Proceedings of the Seventeenth Conference on Computational Natural Language Learning,, Stati Uniti D'America: Association for Computational Linguistics (ACL), 2013, p. 75-83. - ISBN: 9781937284701. Proceedings of: CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013. - URL: http://www.aclweb.org/anthology/W13-3509
  • A. Severyn; M. Nicosia; A. Moschitti, "Learning Semantic Textual Similarity with Structural Representations" in ACL, Sofia, Bulgaria: The Association for Computer Linguistics, 2013, p. 714-718. - ISBN: 9781937284510. Proceedings of: ACL 2013, Sofia, Bulgaria, 4-9 August 2013. - URL: http://dblp.uni-trier.de/db/conf/acl/acl2013-2.html#SeverynNM13
  • Qi Ju; Alessandro Moschitti; Richard Johansson, "Learning to Rank from Structures in Hierarchical Text Classification" in ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval, Springer-Verlag Berlin, Heidelberg: Springer, 2013, p. 183-194. - ISBN: 9783642369728. Proceedings of: ECIR'13, Moscow, Russia, 24-27, March 2013. - DOI: 10.1007/978-3-642-36973-5_16
  • Alessandro Moschitti, Siddharth Patwardhan, Chris Welty, "Long-Distance Time-Event Relation Extraction": Asian Federation of Natural Language Processing, 2013, p. 1330-1338. - ISBN: 9784990734800. Proceedings of: IJCNLP 2013, Nagoya, Japan, October 14-19, 2013. - URL: http://www.patwardhans.net/papers/MoschittiPW13.pdf
  • A. Moschitti; B. Plank, Machine Learning for Trustworthy Eternal Systems via Evolving Software, Data and Knowledge: EternalS’12, Germany: Springer, 2013, 150 p. - (CCIS). - ISBN: 978-3-642-45260-4. - DOI: 10.1007/978-3-642-45260-4
  • Amel Bennaceur; Valérie Issarny; Richard Johansson; Alessandro Moschitti; Romina Spalazzese; Daniel Sykes, "Machine Learning in Emergent Middleware" in Bernhard Beckert, Ferruccio Damiani, S. Frank de Boer, M. Marcello Bonsangue (edited by), Formal Methods for Components and Objects, Germany: Springer Berlin Heidelberg, 2013, p. 133-149. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 9783642358869. - DOI: 10.1007/978-3-642-35887-6_7
  • Olga Uryupina; Alessandro Moschitti, "Multilingual Mention Detection for Coreference Resolution", Japan: Asian Federation of Natural Language Processing, 2013. - ISBN: 9784990734800. Proceedings of: IJCNLP 2013, Nagoya, Japan, October 14-19, 2013
  • R. Johansson; A. Moschitti, "Relational Features in Fine-grained Opinion Analysis" in COMPUTATIONAL LINGUISTICS, v. 39, n. 3 (2013), p. 473-509. - URL: http://dblp.uni-trier.de/db/journals/coling/coling39.html#JohanssonM13 . - DOI: 10.1162/COLI_a_00141
  • Giovanni Semeraro, Pierpaolo Basile, Roberto Basili, Marco de Gemmis, Chiara Ghidini, Maurizio Lenzerini, Pasquale Lops, Alessandro Moschitti, Cataldo Musto, Fedelucio Narducci, Arianna Pipitone, Roberto Pirrone, Piero Poccianti, Luciano Serafini, "Semantic Technologies for Industry: from Knowledge Modeling and Integration to Intelligent Applications" in INTELLIGENZA ARTIFICIALE, v. Volume 7, Number 2 / 2013, (2013), p. 125-137. - DOI: 10.3233/IA-130054
  • Pradhan, Sameer; Moschitti, Alessandro; Xue, Nianwen; Ng, Hwee Tou; Bjorkelund, Anders; Uryupina, Olga; Zhang, Yuchen; Zhong, Zhi, "Towards Robust Linguistic Analysis using OntoNotes", SUA: Association for Computational Linguistics (ACL), 2013, p. 143-152. - ISBN: 9781937284701. Proceedings of: CONLL 2013, Sofia, Bulgaria, August 8-9, 2013. - URL: http://www.aclweb.org/anthology/W13-3516
  • Anna Corazza; Sergio Di Martino; Valerio Maggio; Alessandro Moschitti; Andrea Passerini; Giuseppe Scanniello; Fabrizio Silvestri, "Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability" in Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, Germany: Springer Berlin Heidelberg, 2013, p. 117-134. - (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE). - ISBN: 9783642452598. - DOI: 10.1007/978-3-642-45260-4_9
  • M. Gander; M. Felderer; B. Katt; A. Moschitti; R. Breu, "Anomaly Detection in the Cloud: Detecting Security Incidents via Machine Learning" in The Joint workshop on Intelligent Methods for Software System Engineering (JIMSE) held in ECAI 2012, France: ECAI 2012, 2012, p. 31-38. - ISBN: 978-3-642-45259-8. Proceedings of: JIMSE, Montpellier, France, 27-31.08.2012. - DOI: 10.1007/978-3-642-45260-4_8
  • A. Giordani; A. Moschitti, "Automatic Generation and Reranking of SQL-Derived Answers to NL Questions" in The Joint workshop on Intelligent Methods for Software System Engineering (JIMSE) held in ECAI 2012, France: ECAI 2012, 2012, p. 47-56. Proceedings of: JIMSE held in ECAI 2012, Montpellier, France, 27.08.2012 - 31.08.2012
  • O. Uryupina; A. Moschitti; M. Poesio, "BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task" in Proceedings of The Joint Conference on EMNLP and CoNLL - Shared Task, Stati Uniti d'America: Association for Computational Linguistics, 2012, p. 122-129. Proceedings of: EMNLP and CoNLL - Shared Task, Jeju Island, Korea, 08-14.07.2012
  • S. Pradhan; A. Moschitti; N. Xue; O. Uryupina; Y. Zhang, "CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes" in Joint Conference on EMNLP and CoNLL - Shared Task, Jeju Island, Korea: Association for Computational Linguistics, 2012, p. 1-40. Proceedings of: The CoNLL-2012 Shared Task, Jeju Island, Korea, 08 - 14.07.2012. - URL: http://www.aclweb.org/anthology/W12-4501
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Discriminative reranking for spoken language understanding" in IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, v. 20, n. 2 (2012), p. 526-539. - URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-83755174034&partnerID=40&md5=2b0850607303cc7bd4eec86fb94b58ad . - DOI: 10.1109/TASL.2011.2162322
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Discriminative Reranking for Spoken Language Understanding" in IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, v. vol. 20, n. no. 2 (2012), p. 526-539. - DOI: 10.1109/TASL.2011.2162322
  • A. Severyn; A. Moschitti, "Fast support vector machines for convolution tree kernels" in DATA MINING AND KNOWLEDGE DISCOVERY, v. 25, n. 2 (2012), p. 325-357. - DOI: 10.1007/s10618-012-0276-8
  • A. Giordani; A. Moschitti, "Generating SQL Queries Using Natural Language Syntactic Dependencies and Metadata" in Natural Language Processing and Information Systems, Berlin: Springer Berlin Heidelberg, 2012, p. 164-170. - (Lecture Notes in Computer Science). Proceedings of: NLDB, Groningen, The Netherlands, June 26-28, 2012. - DOI: 10.1007/978-3-642-31178-9_16
  • Q. Ju; C. Ravagni; A. Moschitti; G. Vaschetto, "Hierarchical Text Classification for Supporting Educational Programs" in Hierarchical Text Classification for Supporting Educational Programs, Bari, Italy: IIR 2012, 2012, p. 18-25. - (ISSN 1613‐0073). Proceedings of: IIR 2012, Bari, Italy, January 26‐27, 2012. - URL: http://ceur-ws.org/Vol-835/paper3.pdf
  • S. Bibi; A. Moschitti; B. Plank; I. Stamelos (Ed. critica a cura di), Joint workshop on Intelligent Methods for Software System Engineering: JIMSE’12, France: ECAI 2012, 2012, 68 p
  • S. Patwardhan; B. Boguraev; A. Agarwal; A. Moschitti; J. Chu-Carroll, "Labeling by Landscaping: Classifying Tokens in Context by Pruning and Decorating Trees" in Conference on Information and Knowledge Management 2012, Stati Uniti d'America: ACM, 2012, p. 1133-1142. Proceedings of: CIKM 2012, Maui Hawaii, Stati Uniti d'America, 29.10.2012 - 02.11.2012. - DOI: 10.1145/2396761.2398412
  • A. Bennaceur; V. Issarny; R. Johansson; A. Moschitti; D. Sykes; R. Spalazzese, "Machine Learning for Automatic Classification of Web Service Interface Descriptions" in ISoLA 2011 Workshop, Heidelberg: Springer, 2012, p. 220-231. - (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE). Proceedings of: ISoLA 2011 Workshop, Austria, 2012. - DOI: 10.1007/978-3-642-34781-8_17
  • A. Bennaceur; F. Howar; V. Issarny; R. Johansson; A. Moschitti; R. Spalazzese; B. Steffen; D. Sykes, "Machine Learning for Emergent Middleware" in Proceedings of the Joint Workshop on Intelligent Methods for Software System Engineering (JIMSE), Francia: ECAI 2012, 2012, p. 16-29. - ISBN: 978-3-642-45259-8. Proceedings of: ECAI 2012, Montpellier, France, 27.08.2012 - 31.08.2012. - DOI: 10.1007/978-3-642-45260-4_2
  • A. Moschitti; Q. Ju; R. Johansson, "Modeling Topic Dependencies in Hierarchical Text Categorization" in Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Jeju Island, Korea: The Association for Computer Linguistics, 2012, p. 759-767. - (ACL). Proceedings of: ACL 2012, Jeju Island, Korea, 08.07.2012 - 14.07.2012. - URL: http://www.aclweb.org/anthology/P12-1080
  • L. Màrquez; A. Moschitti, "Special issue on statistical learning of natural language structured input and output" in NATURAL LANGUAGE ENGINEERING, v. Volume 18 / April 2012, n. Special Issue 02 (2012), p. 147-153. - URL: http://journals.cambridge.org/action/displayAbstract?fromPage=online&aid=8511911 . - DOI: 10.1017/S135132491200006X
  • A. Moschitti, "State-of-the-Art Kernels for Natural Language Processing", 2012
  • A. Moschitti, "State-of-the-Art Kernels for Natural Language Processing" in Conference of Association for Computational Linguistics 2012, Jeju Island, Korea: Association for Computational Linguistics (ACL), 2012. Proceedings of: ACL, Jeju Island, Korea, 05.07.2012 - 14.07.2012
  • A. Severyn; A. Moschitti, "Structural relationships for large-scale learning of answer re-ranking" in Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, ACM New York, NY, USA: ACM, 2012, p. 741-750. - (SIGIR'12). - ISBN: 978-1-4503-1472-5. Proceedings of: SIGIR 2012, Portland, Oregon, USA, August 12–16, 2012. - URL: http://doi.acm.org/10.1145/2348283.2348383 . - DOI: 10.1145/2348283.2348383
  • V. Nguyen; A. Moschitti, "Structural Reranking Models for Named Entity Recognition" in INTELLIGENZA ARTIFICIALE, v. Volume 6,2, n. Special issue on Natural Language Processing in the Web Era (2012), p. 177-190. - DOI: 10.3233/IA-120038
  • Duc Tien Dang Nguyen; G. Boato; A. Moschitti; F. De Natale, "Supervised models for multimodal image retrieval based on visual, semantic and geographic information" in Proceedings of CBMI 2012, Stati Uniti d'America: IEEE, 2012, p. 1-5. - ISBN: 9781467323680. Proceedings of: CBMI2012, Annecy, Jun 27-29 2012
  • S. Pradhan; A. Moschitti; N. Xue (Ed. critica a cura di), The CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes, by Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Korea: Association for Computational Linguistics, 2012, 137 p. - (Proceedings of the Joint Conference on EMNLP and CoNLL: Shared Task). - ISBN: 978-1-937284-45-9. - URL: http://www.aclweb.org/anthology/K/K12/#2012_1
  • A. Moschitti, R. Scandariato (Ed. critica a cura di), The First Workshop on Trustworthy Eternal Systems via Evolving Software, Data and Knowledge: EternalS’11, by A. Moschitti, R. Scandariato, Budapest, Hungary: Springer, 2012. - (Communications in computer and information science). - ISBN: 9783642452604
  • A. Giordani; A. Moschitti, "Translating Questions to SQL Queries with Generative Parsers Discriminatively Reranked" in Proceedings of The 24rd International Conference on Computational Linguistics, India: Coling 2012, 2012, p. 401-410. Proceedings of: COLING 2012, Bombai, Mumbai, India, 8-15.12.2012. - URL: http://aclweb.org/anthology/C/C12/C12-2040.pdf
  • D. Croce; A. Moschitti; R. Basili; M. Palmer, "Verb Classification using Distributional Similarity in Syntactic and Semantic Structures" in Association for Computer Linguistics, Jeju Island, Korea: The Association for Computer Linguistics, 2012, p. 263-272. - ISBN: 978-1-937284-24-4. Proceedings of: ACL 2012, Jeju Island, Korea, 08.07.2012 - 14.07.2012. - URL: http://www.aclweb.org/anthology/P12-1028
  • F.Md. Chowdhury, A. Lavelli, A. Moschitti, "A study on dependency tree kernels for automatic extraction of protein-protein interaction" in Proceedings of BioNLP 2011 Workshop, Portland, Oregon, USA: Association for Computational Linguistics, 2011, p. 124-133. Proceedings of: Workshop on Biomedical Natural Language Processing, ACL-HLT 2011, Portland, Oregon, USA, 23rd june - 24th june 2011
  • A. Moschitti, "Analysis of Document Diversity through Sentence-Level Opinion and Relation Extraction" in DDR 2011: 1st International Workshop on Diversity in Document Retrieval, Dublin, Ireland: Diversity in Document Retrieval, 2011, p. 8-16. Proceedings of: 33rd European Conference on Information. DDR 2011, Dublin, Ireland, 19th -21st Apr 2011
  • S. Hahn; M. Dinarelli; C. Raymond; F. Lefevre; P. Lehnen; R. D. Mori; A. Moschitti; H. Ney; G. Riccardi, "Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages" in IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, v. vol. 19, n. no. 06 (2011), p. 1569-1583. - DOI: 10.1109/TASL.2010.2093520
  • F. M. Zanzotto; L. Dell'Arciprete; A. Moschitti, "Efficient Graph Kernels for Textual Entailment Recognition" in FUNDAMENTA INFORMATICAE, v. 2011 - Vol 107, n. 2-3 (2011), p. 199-222. - DOI: 10.3233/FI-2011-400
  • Nguyen, Truc Vien T.; Moschitti, A., "End-to-end relation extraction using distant supervision from external semantic repositories" in HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Portland, Oregon, USA: Association for Computational Linguistics, 2011, p. 277-282. - ISBN: 978-1-932432-88-6. Proceedings of: 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Portland, Oregon, USA, June 19-24, 2011. - URL: http://dl.acm.org/citation.cfm?id=2002736.2002794
  • Johansson, R.; Moschitti, A., "Extracting opinion expressions and their polarities – exploration of pipelines and joint models" in HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Portland, Oregon, USA: Association for Computational Linguistics, 2011, p. 101-106. - ISBN: 978-1-932432-88-6. Proceedings of: 49th Annual Meeting of the Association for Computational Linguistics:shortpapers, Portland, Oregon, USA, June 19-24, 2011. - URL: http://dl.acm.org/citation.cfm?id=2002736.2002759
  • Severyn, A.; Moschitti, A., "Fast support vector machines for structural kernels" in ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases, Verlag Berlin, Heidelberg: Springer, 2011, p. 175-190. - (ACM). - ISBN: 978-3-642-23807-9. Proceedings of: ECML-PKDD, Greece, 5-9 september 2011. - DOI: 10.1007/978-3-642-23808-6_12
  • Matveeva, I.; Moschitti, A.; Marquez, L.; Massimo Zanzotto, F. (Ed. critica a cura di), Graph-based Methods for Natural Language Processing, by Graph-based Methods for Natural Language Processing, Portland, USA: Association for Computational Linguistics, 2011. - ISBN: 9780521896139
  • Bennaceur, A.; Johansson, R.; Moschitti, A.; Spalazzese, R.; Sykes, D.; Saadi, R.; Issarny, V., "Inferring affordances using learning techniques" in The First Workshop on Trustworthy Eternal Systems via Evolving Software, Data and Knowledge: EternalS’11, Budapest: Springer, 2011, p. 79-87. - (Communications in Computer and Information Science). - ISBN: 978-3-642-28032-0. Proceedings of: EternalS’11, Budapest, 3 may 2011. - DOI: 10.1007/978-3-642-28033-7_7
  • T. V. T. Nguyen; A. Moschitti, "Joint distant and direct supervision for relation extraction" in Proceedings of The 5th International Joint Conference on Natural Language Processing, Chiang Mai, Thailand: Association for Computational Linguistics, 2011, p. 732-740. Proceedings of: IJCNLP'11, Chiang Mai, Thailand, 18-13 november
  • A. Moschitti, "Kernel-Based Machines for Abstract and Easy Modeling of Automatic Learning" in Bernardo Marco and Issarny Valérie (edited by), Formal Methods for Eternal Networked Software Systems - 11th International School on Formal Methods for the Design of Computer, Communication and Software Systems, SFM, Bertinoro: Springer, 2011, p. 458-503. - (Lecture Notes in Computer Science)
  • Severyn, A.; Moschitti, A., "Large-scale learning with structural kernels for class-imbalanced datasets" in Large-scale learning with structural kernels for class-imbalanced datasets, Budapest, Hungary: Springer, 2011, p. 34-41. - (Communications in Computer and Information Science). - ISBN: 978-3-642-28032-0. Proceedings of: First Workshop on Trustworthy Eternal Systems via Evolving Software, Data and Knowledge: EternalS’11, Budapest, Hungary, 3 may 2011. - DOI: 10.1007/978-3-642-28033-7_4
  • Ju Qi; R. Johansson; A. Moschitti, "Proceedings of the Joint ECML/PKDD - PASCAL Workshop on Large-Scale Hierarchical Classification" in Association for Computational Linguistics, Athens, Greece: Second Pascal Challenge on Large Scale Hierarchical Text Classification, 2011. Proceedings of: LSHTC' 11, Athens, Greece, September 5th to 9th, 2011
  • D. Croce, A. Moschitti, R. Basili, "Semantic Convolution Kernels Over Dependency Trees" in ACM 21th Conference on Information and Knowledge Management (CIKM’11), New York, NY, USA: ACM, 2011, p. 2013-2016. Proceedings of: CIKM’11, Glasgow, UK, 24-28 october 2011. - DOI: 10.1145/2063576.2063878
  • A. Moschitti. Review of: M. Palmer, D. Gildea, N. Xue, "Semantic Role Labeling", in COMPUTATIONAL LINGUISTICS, Volume 37, September 2011 (Issue 3 2011), p. 619-622. - DOI: 10.2200/S00239ED1V01Y200912HLT006
  • Croce, D.; Moschitti, A.; Basili, R., "Structured lexical similarity via convolution kernels on dependency trees" in Structured lexical similarity via convolution kernels on dependency trees, Edinburgh, Scotland, UK: Association for Computational Linguistics, 2011, p. 1034-1046. - ISBN: 978-1-937284-11-4. Proceedings of: Conference on Empirical Methods in Natural Language Processing, Edinburgh, Scotland, UK, July 27–31, 2011. - URL: http://dl.acm.org/citation.cfm?id=2145432.2145544
  • A. Moschitti; J. Chu-Carroll; S. Patwardhan; J. Fan; G. Riccardi, "Using Syntacting and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy!" in Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, Edinburgh: Association for Computational Linguistics, 2011, p. 712-724. - ISBN: 9781937284114. Proceedings of: EMNLP 2011, Edinburgh, 25th - 29th July 2011. - URL: http://www.aclweb.org/anthology/D11-1066
  • S. Quarteroni; A. Moschitti, "A Comprehensive Resource to Evaluate Complex Open Domain Question Answering" in Proceedings of the Seventh conference on International Language Resources and Evaluation, Paris: European Language Resources Association (ELRA), 2010, p. 2336-2341. - ISBN: 9782951740860. Proceedings of: LREC' 10, Valletta, 19th-21st May 2010
  • R. Johansson; A. Moschitti, "A Flexible Representation of Heterogeneous Annotation Data" in Proceedings of the Seventh conference on International Language Resources and Evaluation, Paris: European Language Resources Association (ELRA), 2010, p. 3712-3715. - ISBN: 2951740867. Proceedings of: LREC '10, Valletta, 19th-21st May 2010
  • B. Coppola; A. Moschitti, "A General Purpose FrameNet-based Shallow Semantic Parser" in Proceedings of the Seventh conference on International Language Resources and Evaluation, Paris: European Language Resources Association (ELRA), 2010, p. 1624-1627. - ISBN: 9782951740860. Proceedings of: LREC'10, Valletta, 19th-21st May 2010
  • A. Giordani; A. Moschitti, "Corpora for Automatically Learning to Map Natural Language Questions into SQL Queries" in Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10), Paris: European Language Resources Association (ELRA), 2010, p. 1-4. - ISBN: 9782951740860. Proceedings of: LREC'10, Valletta, Malta, 19th-21st May 2010
  • C. Banea; A. Moschitti; S. Somasundaran; F. M. Zanzotto (edited by), "Graph-based Methods for Natural Language Processing 5", Stroudsburg, PA: The Association for Computational Linguistics, 2010, 109 p
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Hypotheses Selection For Re-ranking Semantic Annotation" in 2010 IEEE Workshop on Spoken Language Technology: SLT 2010: Proceedings, Piscataway, NJ: IEEE, 2010, p. 407-411. - ISBN: 9781424479023. Proceedings of: SLT 2010, Berkeley, CA, 12th-15th December, 2010. - DOI: 10.1109/SLT.2010.5700887
  • A. Moschitti, "Introduction to the EternalS Track: Trustworthy Eternal Systems via Evolving Software, Data and Knowledge" in Leveraging Applications of Formal Methods, Verification, and Validation, Heidelberg: Springer, 2010, p. 1-2. - (Lecture Notes in Computer Science). - ISBN: 9783642165573. Proceedings of: 4th International Symposium on Leveraging Applications, ISoLA 2010, Heraklion, 2010. - DOI: 10.1007/978-3-642-16561-0_1
  • A. Moschitti, "Kernel Engineering for Fast and Easy Design of Natural Language Applications", 2010, 93 p. - URL: http://www.aclweb.org/anthology/C10-5
  • T.T. Nguyen; A. Moschitti; G. Riccardi, "Kernel-based Reranking for Named-Entity Extraction" in COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters, Stroudsburg, PA: Association for Computational Linguistics, 2010, p. 901-909. Proceedings of: Coling 2010, Beijing, China, 23rd-27th August 2010. - URL: http://www.aclweb.org/anthology/C10-2104
  • A. Severyn; A. Moschitti, "Large-Scale Support Vector Learning with Structural Kernels" in ECML/PKDD (3), Heidelberg: Springer Verlag, 2010, p. 229-244. - (Lecture Notes in Computer Science). - ISBN: 9783642159381. Proceedings of: ECML PKDD 2010, Barcelona, 20th-24th September 2010. - DOI: 10.1007/978-3-642-15939-8_15
  • A. Moschitti; S. Quarteroni, "Linguistic Kernels for Answer Re-ranking in Question Answering Systems" in INFORMATION PROCESSING & MANAGEMENT, v. 2010, (2010), p. 1-36. - DOI: 10.1016/j.ipm.2010.06.002
  • A. Moschitti, "LivingKnowledge: Kernel Methods for Relational Learning and Semantic Modeling" in Leveraging Applications of Formal Methods, Verification, and Validation, Heidelberg: Springer, 2010, p. 15-19. - (Lecture Notes in Computer Science). - ISBN: 9783642165573. Proceedings of: 4th International Symposium on Leveraging Applications, ISoLA 2010, Heraklion, 2010. - DOI: 10.1007/978-3-642-16561-0_1
  • D. Pighin; A. Moschitti, "On Reverse Feature Engineering of Syntactic Tree Kernels" in Proceedings of the Fourteenth Conference on Computational Natural Language Learning, Stroudsburg, PA: Association for Computational Linguistics, 2010, p. 223-233. - ISBN: 9781932432831. Proceedings of: CoNLL-2010, Uppsala, Sweden, 15th-16th July 2010. - URL: http://www.aclweb.org/anthology/W10-2926
  • R. Johansson; A. Moschitti, "Reranking Models in Fine-grained Opinion Analysis" in Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), Stroudsburg, PA: Association for Computational Linguistics, 2010, p. 519-527. Proceedings of: Coling 2010, Beijing, 23rd-27th August 2010. - URL: http://www.aclweb.org/anthology/C10-1059
  • C. Giannone; R. Basili; P. Naggar; A. Moschitti, "Supervised Semantic Relation Mining from Linguistically Noisy Text Documents" in INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, v. 2010, (2010), p. 1-25. - DOI: 10.1007/s10032-010-0138-0
  • R. Johansson; A. Moschitti, "Syntactic and Semantic Structure for Opinion Expression Detection" in Proceedings of the Fourteenth Conference on Computational Natural Language Learning, Stroudsburg, PA: Association for Computational Linguistics, 2010, p. 67-76. - ISBN: 9781932432831. Proceedings of: CONLL-2010, Uppsala, Sweden, 15th-16th July 2010. - URL: http://www.aclweb.org/anthology/W10-2910
  • Y. Mehdad; A. Moschitti; F.M. Zanzotto, "Syntactic/Semantic Structures for Textual Entailment Recognition" in Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Los Angeles, CA: Association for Computational Linguistics, 2010, p. 1020-1028. - (Human Language Technologies). - ISBN: 9781932432657. Proceedings of: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Los Angeles, CA, 1st-6th June 2010. - URL: http://www.aclweb.org/anthology/N10-1146
  • F. M. Zanzotto; M. Pennacchiotti; A. Moschitti, "A machine learning approach to textual entailment recognition" in NATURAL LANGUAGE ENGINEERING, v. 15, n. special issue 04 (2009), p. 551-582. - DOI: 10.1017/S1351324909990143
  • M. Dinarelli; S. Quarteroni; S. Tonelli; A. Moschitti; G. Riccardi, "Annotating Spoken Dialogs: From Speech Segments to Dialog Acts and Frame Semantics" in Proceedings of EACL 2009 Workshop on Semantic Representation of Spoken Language, Athens, Greece: Association for Computational Linguistics, 2009, p. 34-41. Proceedings of: SRSL, Athens, 2009-March. - URL: http://www.aclweb.org/anthology/W09-0505
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Concept Segmentation and Labeling for Conversational Speech" in Annual Conference of the International Speech Communication Association, Brighton: International Speech Communication Association, 2009, p. 115-118. Proceedings of: Interspeech, Brighton, 2009
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Concept Segmentation and Labeling for Conversational Speech" in Proceedings of INTERSPEECH-2009, New York: IEEE, 2009, p. 2747-2750. Proceedings of: INTERSPEECH-2009, Brighton, September 6-10, 2009
  • T. T. Nguyen; A. Moschitti; G. Riccardi, "Conditional Random Fields: Discriminative Training over Statistical features for Named Entity Recognition" in Poster and Workshop Proceedings of 11th international Conference of the Italian Association for Artificial Intelligence, Heidelberg, Germany: Association for Computational Linguistics, 2009, p. 20-24. - (EVALITA). - ISBN: 9788890358111. Proceedings of: AI*IA 2009, Reggio Emilia, Italy, 9th december -12th december 2009
  • T.V. Nguyen; A. Moschitti; G. Riccardi, "Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction" in Proceedings of EMNLP 2009, Stroudsburg, PA: Association for Computational Linguistics, 2009, p. 1378-1387. - ISBN: 9781932432633. Proceedings of: EMNLP 2009, Conference on Empirical Methods in Natural Language Processing, Singapore, August 6-7, 2009
  • R. Basili;D. Cao;D. Croce;B. Coppola;A. Moschitti, "Cross-Language Frame Semantics Transfer in Bilingual Corpora" in Computational Linguistics and Intelligent Text Processing: Proceedings of the 10th International Conference, Berlin; Heidelberg: Springer-Verlag, 2009, p. 332-345. - (Lecture Notes in Computer Science). - ISBN: 9783642003813. Proceedings of: CICLing 2009, Mexico-City, 2009. - DOI: 10.1007/978-3-642-00382-0_27
  • D. Pighin; A. Moschitti, "Efficient Linearization of Tree Kernel Functions" in Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL-2009), Stroudsburg, PA: Association for Computational Linguistics, 2009, p. 30-38. - ISBN: 9781932432299. Proceedings of: CoNLL-2009, Boulder, Colorado, June 4-5, 2009. - URL: http://www.aclweb.org/anthology/W09-1106
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Joint Generative and Discriminative Models for Spoken Language Understanding" in Spoken Language Technology Workshop, 2008. SLT 2008. IEEE, USA: IEEE, 2009, p. 61-64. - ISBN: 9781424434718. Proceedings of: SLT, Goa, 2008- December. - DOI: 10.1109/SLT.2008.4777840
  • C. Giannone; R. Basili; C. D. Vescovo; P. Naggar; A. Moschitti, "Kernel-Based Learning for Domain-Specific Relation Extraction." in AI*IA 2009: Emergent Perspectives in Artificial IntelligenceIntelligence, Berlin; Heidelberg: Springer-Verlag, 2009, p. 161-171. - (Lecture Notes in Computer Science). - ISBN: 9783642102905. Proceedings of: AI*IA 2009, Reggio Emilia, Italy, 2009. - DOI: 10.1007/978-3-642-10291-2_17
  • C. Giannone; R. Basili; C. D. Vescovo; P. Naggar; A. Moschitti, "Kernel-based relation extraction from investigative data" in Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data, New York: ACM, 2009, p. 93-100. - ISBN: 9781605584966. Proceedings of: AND-09, Barcelona, Spain, 2009. - DOI: 10.1145/1568296.1568312
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding" in Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, Morristown, N.J: Association for Computational Linguistics, 2009, p. 1076-1085. - ISBN: 9781932432633. Proceedings of: EMNLP-09, Singapore, 6–7 August 2009. - URL: http://www.aclweb.org/anthology/D/D09/D09-1112
  • M. Dinarelli; A. Moschitti; G. Riccardi, "Re-Ranking Models for Spoken Language Understanding" in Prooceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics, Athens, Greece: TEHNOGRAFIA DIGITAL PRESS, Athens, 2009, p. 202-210. Proceedings of: EACL 2009, Athens, Greece, 2009-March. - URL: http://www.aclweb.org/anthology/E09-1024
  • D. Pighin; A. Moschitti, "Reverse Engineering of Tree Kernel Feature Spaces" in Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, Morristown, N.J: Association for Computational Linguistics, 2009, p. 111-120. - (ACM conference proceedings series). - ISBN: 9781932432596. Proceedings of: EMNLP 2009, Singapore, 6–7 August 2009. - URL: http://www.aclweb.org/anthology/D/D09/D09-1012
  • A. Giordani; A. Moschitti, "Semantic Mapping Between Natural Language Questions and SQL Queries via Syntactic Pairing" in Natural Language Processing and Information Systems: 14th International Conference on Applications of Natural Language to Information Systems, Berlin; Heidelberg: Springer-Verlag, 2009, p. 207-221. - ISBN: 9783642125492. Proceedings of: NLDB 2009, Saarbrücken, Germany, 24 - 26 June 2009. - DOI: 10.1007/978-3-642-12550-8_17
  • B. Coppola; A. Moschitti; G. Riccardi, "Shallow Semantic Parsing for Spoken Language Understanding" in Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, Morristown, NJ: Association for Computational Linguistics, 2009, p. 85-88. - ISBN: 9781932432428. Proceedings of: NAACL '09, Boulder, Colorado, May 31 - June 05, 2009. - URL: http://www.aclweb.org/anthology/N/N09/N09-2022
  • A. Moschitti, "Syntactic and Semantic Kernels for Short Text Pair Categorization" in EACL '09: Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics, Stroudsburg, PA, USA: Association for Computational Linguistics, 2009, p. 576-584. Proceedings of: EACL '09, Athens, Greece, 30.03.09 - 03.04.09
  • A. Giordani; A. Moschitti, "Syntactic Structural Kernels for Natural Language Interfaces to Databases" in Machine Learning and Knowledge Discovery in Databases, Berlin: Springer, 2009, p. 391-406. - ISBN: 9783642041792. Proceedings of: ECML PKDD, Bled, Slovenia, September 7th-11th 2009. - DOI: 10.1007/978-3-642-04180-8_43
  • R. Johansson; A. Moschitti, "The LivingKnowledge Project: Exploring the Spectrum of Opinions over Time" in Workshop on Advanced Technologies for Digital Libraries (AT4DL 2009), Italy: European Project CACAO (ECP-2006-DILI-510035), 2009. - ISBN: 9788860460301. Proceedings of: AT4DL 2009, Trento, Italy, 2009
  • R. Basili; A. Moschitti, "Apprendimento automatico della lingua" in Instrumentum vocale: intelligenza artificiale e linguaggio, Bologna: Bononia University Press, 2008, p. 129-189. - ISBN: 9788873952848
  • B. Coppola ; A. Moschitti ; S. Tonelli ; G. Riccardi, "Automatic FrameNet-Based Annotation of Conversational Speech" in 2008 IEEE Workshop on Spoken Language Technology SLT 2008 Proceedings, New York: IEEE, 2008, p. 73-76. - ISBN: 9781424434718. Proceedings of: IEEE Workshop on Spoken Language Technology, Goa, India, December 15-18
  • Y. Vesley ; S. P. Ponzetto ; M. Poesio ; V. Eidelman ; A. Jern ; J. Smith ; X. Yang ; A. Moschitti, "BART: A Modular Toolkit for Coreference Resolution" in Conference of the Association for Computational Linguistics, Stroudsburg, PA, USA: ACL, 2008, p. 345-350. Proceedings of: ACL, Columbus, OH, USA, 2008
  • Y. Versley ; S. Ponzetto ; M. Poesio ; V. Eidelman ; A. Jern ; J. Smith ; X. Yang ; A. Moschitti, "BART: A Modular Toolkit for Coreference Resolution" in Proceedings of LREC 2008, Paris: ELDA, 2008, p. 1005-1013. Proceedings of: LREC, Marrakech, 2008. - URL: http://www.lrec-conf.org/proceedings/lrec2008/pdf/241_paper.pdf
  • F. Zanzotto ; M. Pennacchiotti ; A. Moschitti, "Combining Semi-Unsupervised Acquisition of Corpora and Supervised Learning of Textual Entailment Rules" in Semantic Knowledge Discovery, Organization and Use, New York: New York, 2008, p. 1-2. Proceedings of: Semantic Knowledge Discovery, Organization and Use, New York, N.Y., 2008. - URL: http://nlp.cs.nyu.edu/sk-symposium/program.html
  • Y. Vesley ; A. Moschitti ; M. Poesio ; X. Yang, "Coreference Systems based on Kernels Methods" in Coling '08: International Conference on Computational Linguistics: Proceedings, Stroudsburg, PA: Association for Computational Linguistics, 2008, p. 961-968. - ISBN: 9781905593446. Proceedings of: COLING, Manchester, 18th-22nd August 2008
  • A. Moschitti ; F. M. Zanzotto, "Encoding Tree Pair-based Graphs in Learning Algorithms: the Textual Entailment Recognition Case" in Graph-based Algorithms for Natural Language Processing, Stroudsburg, PA, USA: Association for Computational Linguistics, 2008, p. 25-32. - ISBN: 9781905593576. Proceedings of: TextGraphs-3, Manchester, England, 2008
  • B. Coppola ; A. Moschitti ; D. Pighin, "Generalized Framework for Syntax-based Relation Mining" in ICDM, USA: IEEE Computer Society, 2008. - ISBN: 9780769535029. Proceedings of: International Conference on Data Mining (ICDM 2008), Pisa, December. - DOI: 10.1109/ICDM.2008.153
  • A. Moschitti, "Kernel Methods, Syntax and Semantics for Relational Text Categorization" in CIKM, New York, NY, USA: ACM, 2008, p. 253-262. - ISBN: 9781595939913. Proceedings of: 17th Conference on Information and Knowledge Management (CIKM), Napa, Calif., 2008
  • A. Moschitti ; S. Quarteroni, "Kernels on Linguistic Structures for Answer Extraction" in 46th Conference of the Association for Computational Linguistics, Columbus, OH, USA: ACL, 2008, p. 113-116. Proceedings of: ACL, Columbus, OH, USA, 2008
  • A. Bisazza;M. Dinarelli;S. Quarteroni;S. Tonelli;A. Moschitti;G. Riccardi, "Semantic Annotations for Conversational Speech: from Speech Transcriptions to Predicate Argument Structures" in IEEE-SLT'08, Goa, India: IEEE, 2008, p. 26-31. - ISBN: 9781424434725. Proceedings of: SLT, Goa, 2008
  • M. Diab ; A. Moschitti ; D. Pighin, "Semantic Role Labeling Systems for Arabic Language using Kernel Methods" in Proceedings of the 46th annual meeting of the Association for Computational Linguistics: Human Language Technologies, Columbus, Ohio: Association for Computational Linguistics, 2008, p. 798-806. Proceedings of: ACL08:HLT, Columbus, Ohio, 15th-20th June 2008. - URL: http://www.ling.ohio-state.edu/acl08/
  • A. Moschitti; D. Pighin; R. Basili, "Tree Kernels for Semantic Role Labelling" in COMPUTATIONAL LINGUISTICS, v. 34, n. 2 (2008), p. 193-224. - DOI: 10.1162/coli.2008.34.2.193
  • D. Pighin; A. Moschitti, "A Tree Kernel-Based Shallow Semantic Parser for Thematic Role Extraction" in AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, Springer-Verlag Berlin, Heidelberg: Springer, 2007, p. 350-361. - (Lecture Notes in Computer Science). - ISBN: 9783540747819. Proceedings of: AI*IA 2007, Rome, Italy, 10th-13th September 2007. - URL: http://www.springerlink.com/content/136210h062208518/ . - DOI: 10.1007/978-3-540-74782-6_31
  • S. Quarteroni ; A. Moschitti ; S. Manandhar ; R. Basili, "Advanced Structural Representations for Question Classification and Answer Re-ranking" in Advances in Information Retrieval29th European Conference on IR Research. Proceedings, Berlin; Heidelberg: Springer Verlag, 2007, p. 234-245. - (Lecture notes in Computer Science). - ISBN: 9783540714941. Proceedings of: ECIR, Roma, 2-5 Aprile 2007. - URL: http://www.springer.com/computer/database+management+&+information+retrieval/book/978-3-540-71494-1
  • E. Cilia ; A. Moschitti, "Advanced Tree-based Kernels for Protein Classification" in The Conference of Italian Association for Artificial Intelligence, Berlin, Heidelberg: Springer Verlag, 2007, p. 218-229. - ISBN: 9783540747819. Proceedings of: ECIR, Rome, Italy, 2007
  • P. Annesi ; R. Basili ; R. Gitto ; A. Moschitti ; R. Petitti, "Audio Feature Engineering for Automatic Music Genre Classification" in RIAO, Paris, France: Paris, France, 2007, p. 702-711. Proceedings of: RIAO, Pittsburgh, Pa, 2007
  • S. Bloehdorn ; A. Moschitti, "Combined Syntactic and Semanitc Kernels for Text Classification" in The 29th European Conference on Information Retrieval, Germania: Springer Verlag, 2007, p. 307-318. - (Lecture notes in Computer Science). - ISBN: 9783540714941. Proceedings of: ECIR, Rome, March, 2007
  • M. Diab ; A. Moschitti ; D. Pighin, "CUNIT: A Semantic Role Labeling System for Modern Standard Arabic" in SemEval-2007: 4th International Workshop on Semantic Evaluations, Stroudsburg, PA: Association for Computational Linguistics, 2007, p. 133-136. - ISBN: 9781617385179. Proceedings of: SemEval 2007, Prague, July 2007. - URL: http://ufal.mff.cuni.cz/acl2007/workshops/program/index.php/ws01
  • F. Aiolli ; G. Da San Martino ; A. Moschitti ; A. Sperduti, "Efficient Kernel-based Learning for Trees" in IEEE Symposium on Computational Intelligence and Data Mining, Stati Uniti d'America: IEEE, 2007, p. 308-316. - ISBN: 9781424407057. Proceedings of: Symposium on Computational Intelligence and Data Mining, Honolulu, HI, 2007. - URL: http://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=4221264&isYear=2007
  • S Bloehdorn ; A. Moschitti, "Exploiting Structure and Semantics for Expressive Text Kernels" in Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, New York, NY, USA: ACM, 2007, p. 861-864. - ISBN: 9781595938039. Proceedings of: CIKM 2007, Lisbon, Portugal, 2007
  • A. Moschitti ; S. Quarteroni ; R. Basili ; S. Manandhar, "Exploiting Syntactic and Shallow Semantic Kernels for Question/Answer Classification" in Proceedings of the 45th annual meeting of the Association for Computational Linguistics, USA: Association for Computational Linguistics, 2007, p. 776-783. Proceedings of: 45th annual meeting of the Association for Computational Linguistics, Prague, June 23 - 30, 2007
  • A. Moschitti ; F. M. Zanzotto, "Fast and Effective Kernels for Relational Learning from Texts" in Proceedings of the 24th Annual International Conference on Machine Learning, New York, NY: ACM, 2007, p. 649-656. - ISBN: 9781595937933. Proceedings of: ICML 2007, Corvallis, OR, USA, 20-24. June 2007. - URL: http://www.machinelearning.org/proceedings/icml2007/papers/461.pdf
  • D. Pighin ; A. Moschitti ; R. Basili, "RTV: Tree Kernels for Thematic Role Classification" in Proceedings of the SemEval 2007 Evaluation Campaign, Stroudsburg, PA: Association for Computational Linguistics, 2007, p. 288-291. - ISBN: 9781617385179. Proceedings of: SemEval 2007, Prague, 23th-24th June 2007. - URL: http://nlp.cs.swarthmore.edu/semeval/index.php
  • F. M. Zanzotto ; M. Pennacchiotti ; A. Moschitti, "Shallow Semantics in Fast Textual Entailment Rule Learners" in The Third Recognising Textual Entailment Challenge, Morristown, NJ, USA: Association for Computational Linguistics, 2007, p. 72-77. Proceedings of: RTE, Prague, June, 2007
  • A. Moschitti ; G. Riccardi ; R. Christian, "Spoken Language Understanding with Kernels for Syntactic/Semantic Structures" in IEEE Automatic Speech Recognition and Understanding Workshop, New York: IEEE, 2007, p. 183-188. Proceedings of: ASRU 2007, Kyoto, Japan, December 2007. - DOI: 10.1109/ASRU.2007.4430106
  • R. Basili ; M. Cammisa ; A. Moschitti, "A semantic Kernel to classify texts with very few training examples" in INFORMATICA, v. 1, n. 10 (2006), p. 1-10. - URL: http://www.informatica.si/vol30.htm#No1
  • A. Moschitti ; R. Basili, "A Tree Kernel approach to Question and Answer Classification in Question Answering Systems" in The Conference on Language Resources and Evaluation 2006, 2006. Proceedings of: LREC, Genoa, Italy, 22.-28. May 2006. - URL: http://www.lrec-conf.org/lrec2006/
  • R. Basili ; A. Moschitti ; M. Pennacchiotti, "Analisi e Annotazione Automatica dei Testi Letterari" in Cyberletteratura: tra mondi testuali e mondi virtuali: Edizioni Nuova Cultura, 2006
  • F. M. Zanzotto ; A. Moschitti, "Automatic learning of textual entailments with cross-pair similarities" in The Joint 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL), Sydney, Australia: Association for Computational Linguistics, 2006. - ISBN: 1932432655. Proceedings of: ACL-Coling, Sydney, Australia, 2006. - URL: http://portal.acm.org/citation.cfm?id=1220175.1220226&coll=ACM&dl=ACM&type=series&idx=SERIES11180&part=series&WantType=Proceedings&title=ACL&CFID=17196074&CFTOKEN=30434727
  • S. Bloehdorn ; R. Basili ; M. Cammisa ; A. Moschitti, "Designing Semantic Kernels as Implicit Superconcept Expansions, Knowledge Discovery" in LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006) - 12th Workshop on Knowledge Discovery, Data Mining, and Machine Learning (KDML 2006). Hildesheimer Informatik-Berichte 1/2006 University of Hildesheim, Institute of Computer Science 2006: University of Hildesheim, Institute of Computer Science, 2006, p. 255. - (Hildesheimer Informatik-Berichte; 01/01/2006). Proceedings of: Data Mining, and Machine Learning (KDML 2006), Germany, 2006. - URL: http://web1.bib.uni-hildesheim.de/edocs/2007/522108369/meta/
  • A. Moschitti, "Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees" in The 17th European Conference on Machine Learning, Germany: Springer Verlag, 2006. - (Lecture Notes in Computer Science; 4212). - ISBN: 9783540453758. Proceedings of: ECML 2006, Berlin, Germany, 2006. - DOI: 10.1007/11871842_32
  • A. Moschitti, "Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees" in J. Fürnkranz, T. Scheffer, M. Spiliopoulou (edited by), Machine Learning: ECML 2006 17th European Conference on Machine Learning, Berlin: Springer, 2006, p. 318-329. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 9783540453758. - URL: http://www.springerlink.com/content/w8g035u2u116/#section=534510&page=1&locus=11 . - DOI: 10.1007/11871842
  • A. Moschitti ; F. M. Zanzotto, "Experimenting a ”General Purpose” Textual Entailment Learner in AVE" in Evaluation of Multilingual and Multimodal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, Germany: Springer, 2006, p. 510-517. - (Lecture notes in computer science; 4730). - ISBN: 9783540749981. Proceedings of: CLEF 2006, Alicante, Spain, 20-22 September, 2006
  • R. Basili; A. Moschitti; M. T. Pazienza, "Extensive evaluation of efficient NLP-driven text classification" in APPLIED ARTIFICIAL INTELLIGENCE, v. 20, n. 6 (2006), p. 457-491. - DOI: 10.1080/08839510600753725
  • F. Aiolli ; G. Da San Martino ; A. Moschitti ; A. Sperduti, "Fast On-line Kernel Learning for Trees" in Proceedings Sixth International Conference on Data MiningICDM 2006: IEEE, 2006. Proceedings of: ICDM, Hong Kong, 2006
  • A. Moschitti ; R. Basili (edited by), "Learning Structured Information in Natural Language Applications", Trento: ACL, 2006. - (Workshop Proceedings of the Association for Computational Linguistics)
  • F. M. Zanzotto ; A. Moschitti ; M. Pennacchiotti ; M. T. Pazienza, "Learning textual entailment from examples" in The Second Recognising Textual Entailment Challenge: The Second Recognising Textual Entailment Challenge, 2006. Proceedings of: RTE, Venezia, Italy, 2006. - URL: http://www.cs.biu.ac.il/~dagan/RTE2/Proceedings/01.pdf
  • A. Moschitti, "Making tree kernels practical for natural language learning" in The 11th conference of the European Chapter of the Association for Computational Linguistics, Stati Uniti d'America: ACL, 2006. - ISBN: 1932432590. Proceedings of: EACL 2006, Trento, Italy, April 3rd - 7th 2006
  • R. Basili; M. Cammisa; E Donati; A. Moschitti, "Semantic indexing and hyperlinking of multimedia news: the RitroveRAI System" in JOURNAL OF DIGITAL INFORMATION MANAGEMENT, v. Volume 4, 2006, n. 1 (2006), p. 1-25. - URL: http://www.dirf.org/jdim/v4i1.asp
  • S. Bloehdorn ; R. Basili ; M. Cammisa ; A. Moschitti, "Semantic Kernels for Text Classification based on Topological Measures of Feature Similarity" in Data Mining, 2006. ICDM '06. Sixth International Conference on: IEEE, 2006, p. 808-812. Proceedings of: ICDM '06, Hong Kong, 2006
  • A. Giuglea ; A. Moschitti, "Semantic Role Labeling via FrameNet, VerbNet and PropBank" in COLING-ACL 2006 : 21st International Conference on Computational Linguistics and 44th annual meeting of the Association for Computational Linguistics, .: Association for Computational Linguistics, 2006, p. 929-936. - ISBN: 1932432655 (v.1). Proceedings of: ACL-Coling, Sydney, 17th-21st July 2006. - URL: http://acl.ldc.upenn.edu/P/P06/P06-1117.pdf
  • A. Moschitti ; D. Pighin ; R. Basili, "Semantic Role Labeling via Tree Kernel Joint Inference" in Proceedings of the 10th Conference on Computational Natural Language Learning: Association for Computational Linguistics, 2006, p. 61-68. Proceedings of: CoNLL-X: Tenth Conference on Computational Natural Language Learning, New York City, 8th-9th June, 2006. - URL: http://www.cnts.ua.ac.be/conll/
  • A. Moschitti ; B. Coppola ; D. Pighin ; R. Basili, "Semantic Tree Kernels to classify Predicate Argument Structures" in 17th European Conference on Artificial Intelligence, August 29-September 1, 2006, Riva del Garda, Italy: including Prestigious Applications of Intelligent Systems (PAIS 2006): proceedings, Amsterdam, The Netherlands: IOS Press, 2006, p. 568-572. - (Frontiers in artificial intelligence and applications; 141). - ISBN: 1586036424. Proceedings of: ECAI 2006, Riva del Garda (TN), August 29th - Sept 1st 2006
  • A. Giuglea ; A. Moschitti, "Shallow Semantic Parsing Based on FrameNet, VerbNet and PropBank" in 17th Conference on Artificial Intelligence, Germany: IOS, 2006. - ISBN: 1586036424. Proceedings of: ECAI 2006, Riva del Garda, Italy, 2006
  • F. M. Zanzotto ; A. Moschitti, "Similarity between Pairs of Co-indexed Trees for Textual Entailment Recognition" in The TextGraphs workshop at Human Language Technology – North American chapter of the Association for Computational Linguistics: The TextGraphs workshop at Human Language Technology – North American chapter of the Association for Computational Linguistics, 2006. Proceedings of: HLT-NAACL, New York, USA, 2006. - URL: http://tangra.si.umich.edu/~radev/papers/tg06.pdf
  • E. Cilia ; A. Moschitti ; S. Ammendola ; R. Basili, "Structured Kernel for Automatic Detection of Protein Active Sites" in MLG 2006: Proceedings of the International Workshop on Mining and Learning with Graphs (in conjunction with ECML/PKDD 2006), 2006, p. 117-124. Proceedings of: MLG 2006, Berlin, 18th-25th September 2006
  • A. Moschitti, "Syntactic Kernels for Natural Language Learning: the Semantic Role Labeling Case" in Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics: Proceedings: ACL, 2006, p. 97-100. Proceedings of: HLT-NAACL 2006, New York, NY, June 4-9, 2006. - URL: http://acl.ldc.upenn.edu/N/N06/N06-2025.pdf
  • A. Giuglea ; A. Moschitti, "Towards Free-text Semantic Parsing: A Unified Framework Based on FrameNet, VerbNet and PropBank" in the Workshop on Learning Structured Information for Natural Language Applications: EACL, 2006. Proceedings of: EACL, Trento, Italy, 2006. - URL: http://ai-nlp.info.uniroma2.it/eacl2006-ws10/WS10-eacl2006-proceedings.pdf
  • A. Moschitti ; D. Pighin ; R. Basili, "Tree Kernel Engineering for Proposition Reranking" in MLG 2006: Proceedings of the International Workshop on Mining and Learning with Graphs (in conjunction with ECML/PKDD 2006), 2006, p. 165-172. Proceedings of: MLG 2006, Berlin, 18th-25th September 2006. - URL: http://www.inf.uni-konstanz.de/mlg2006/index.shtml
  • A. Moschitti ; D. Pighin ; R. Basili, "Tree Kernel Engineering in Semantic Role Labeling Systems" in EACL-2006: 11th Conference of the European Chapter of the Association for Computational Linguistics: Proceedings of the workshop on Learning Structured Information in Natural Language Applications, 2006, p. 49-56. Proceedings of: Learning Structured Information in Natural Language Applications, Trento, 3rd-7th April, 2006. - URL: http://ai-nlp.info.uniroma2.it/eacl2006-ws10/
  • A. Moschitti, "A Semantic Kernel to classify texts with very few training examples" in The Workshop on Learning in Web Search: The 22nd International Conference on Machine Learning, 2005, p. 10. Proceedings of: ICML 2005, Bonn, Germany, 2005
  • R. Basili ; M. Cammisa ; A. Moschitti, "A Semantic Kernel to exploit Linguistic Knowledge" in The 9th Conference of the Italian Association for Artificial Intelligence, Germany: Springer Verlag, 2005, p. 290-302. - (Lecture Notes in Computer Science; 2175). - ISBN: 9783540290414. Proceedings of: AIxIA, Milan, Italy, 2005. - DOI: 10.1007/11558590_30
  • R. Basili ; A. Di Stefano ; R. Gigliucci ; A. Moschitti ; M. Pennacchiotti, "Automatic Analysis and Annotation of Literary Texts" in AI*IA WORKSHOP FOR CULTURAL HERITAGEA Satellite Workshop of the 9th Congress of the Italian Associationfor Artificial Intelligence, University of Milan Bicocca 20 september 2005, [S.l.]: Italian Association for Artificial Intelligence, 2005. Proceedings of: AI*IA WORKSHOP FOR CULTURAL HERITAGE, Milan, Italy, 2005
  • R. Basili ; A. Moschitti, Automatic Text Categorization: from Information Retrieval to Support Vector Learning, Roma: Aracne, 2005, 156 p. - ISBN: 9788854802926
  • R. Basili ; M. Cammisa ; A. Moschitti, "Effective use of WordNet semantics via kernel-based learning" in Proceedings of the Ninth Conference on Computational Natural Language Learning: New Brunswick (NJ): The Association for Computational Linguistics, 2005, p. 1-8. Proceedings of: CoNLL-2005, Ann Arbor (MI), USA, 20.-30. June 2005. - URL: http://www.aclweb.org/anthology/W/W05/W05-0601
  • A. Moschitti ; B. Coppola ; D. Pighin ; R. Basili, "Engineering of Syntactic Features for Shallow Semantic Parsing" in Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in NLP: Association for Computational Linguistics, 2005, p. 48-56. Proceedings of: ACL 05 Workshop on Feature Engineering for Machine Learning in Natural Language Processing, Ann Arbor (MI), 29th June 2005
  • A. Moschitti ; A. Giuglea ; B. Coppola ; R. Basili, "Hierarchical Semantic Role Labeling" in Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005): Association for Computational Linguistics, 2005, p. 201-204. Proceedings of: 9th Conference on Computational Natural Language Learning (CoNLL 2005), Ann Arbor (MI), 29th-30th June 2005
  • A. Moschitti ; R. Basili, "Verb subcategorization kernels for automatic semantic labeling" in The ACL05 Workshop on Deep Lexical Acquisition: Association for Computational Linguistics, 2005. Proceedings of: ACL, Ann Arbor (MI), US, 2005
  • A. Moschitti; S. Harabagiu, "A Novel Approach to Focus Identification in Question/Answering Systems" in Workshop on Pragmatics of Question Answering at HLT-NAACL 2004, USA: Association for Computational Linguistics, 2004, p. 43-51. Proceedings of: Workshop on Pragmatics of Question Answering at HLT-NAACL 2004, Boston, MA, USA, May 2 - May 7, 2004
  • A. Moschitti; C. Bejan, "A Semantic Kernel for Predicate Argument Classification" in The Eighth Conference on Computational Natural Language Learning, 3 Landmark Center East Stroudsburg, PA 18301 USA: Association for Computational Linguistics, 2004, p. 17-24. - ISBN: 1932432302. Proceedings of: Eighth Conference on Computational Natural Language Learning, Boston, Massachusetts, USA, May 6–7, 2004
  • A. MOSCHITTI, "A study on Convolution Kernels for Shallow Semantic Parsing" in Conference on Association for Computational Linguistic, 2004
  • A. MOSCHITTI; BASILI R, "Complex Linguistic Features for Text Classification: a comprehensive study" in European Conference on Information Retrieval Research, 2004
  • S. Harabagiu; S. Maiorano; A. Moschitti; C. Bejan, "Intentions, Implicatures and Processing of Complex Questions" in Workshop on Pragmatics of Question Answering at HLT-NAACL 2004, Stati Uniti d'America: Association for Computational Linguistics, 2004, p. 31-42. Proceedings of: Workshop on Pragmatics of Question Answering at HLT-NAACL 2004, Boston, Massachusetts, USA, May 2 - May 7, 2004
  • A. Giuglea; A. Moschitti, "Knowledge Discovering using FrameNet, VerbNet and PropBank" in Workshop on Ontology and Knowledge Discovering at ECML 2004, PISA: -, 2004. Proceedings of: Workshop on Ontology and Knowledge Discovering at ECML 2004, Pisa, Italy, September 20-24, 2004
  • A. Bejan; A. Moschitti; P. Morarescu; G. Nicolae; S. Harabagiu, "Semantic Parsing Based on FrameNet" in Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, ACL 2004, USA: ACL, 2004, p. 73-76. Proceedings of: Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, ACL 2004, Barcelona, Spain, July 25-26, 2004
  • A. Moschitti, "A Study on Optimal Parameter Tuning for Rocchio Text Classifier" in Advances in Information Retrieval, 25th European Conference on IR Research 2003, Springer-Verlag Berlin, Heidelberg: Springer-Verlag Berlin, Heidelberg, 2003, p. 420-435. - (Lecture Notes in Computer Science). - ISBN: 3540012745. Proceedings of: ECIR 2003, Pisa, Italy, April 14-16, 2003
  • A. Moschitti, "Answer filtering via Text Categorization in Question/Answering systems" in The fifteenth IEEE International Conference on Tools with Artificial Intelligence, Washington, DC, USA: IEEE Computer Society, 2003, p. 241-248. - ISBN: 0769520383. Proceedings of: ICTAI 2003, Sacramento, California, USA, 3-5 November 2003. - URL: http://dblp.uni-trier.de/db/conf/ictai/ictai2003.html#Moschitti03
  • A. Moschitti, Natural Language Processing and Text Categorization: a study on the reciprocal beneficial interactions, Roma: Università di Tor Vergata, 2003, 256 p. - (Tesi di Dottorato)
  • A. Moschitti; P. Morarescu; S. Harabagiu, "Open Domain Information Extraction via Automatic Semantic Labeling" in Special Track on Recent Advances in Natural Language Processing at The 16th International FLAIRS Conference, Stati Uniti d'America: AAAI Press, 2003, p. 397-401. - ISBN: 1577351770. Proceedings of: FLAIRS 2003, St. Augustine, Florida, USA, May 12-14, 2003
  • R. Basili; A. Moschitti; M.T. Pazienza; F.M. Zanzotto, "Personalizing Web publishing via information extraction" in IEEE INTELLIGENT SYSTEMS, v. 2003, (2003). - DOI: 10.1109/MIS.2003.1179195
  • A. Moschitti; F. Zanzotto, "A Robust summarization system to explain document categorization" in RObust Methods in Analysis of Natural language Data (ROMAND 2002), Frascati, Italy: SCIE 2002, 2002. Proceedings of: RObust Methods in Analysis of Natural language Data (ROMAND 2002), Frascati, Italy, 2002
  • R. Basili; A. Moschitti; M. Pazienza; F. Zanzotto, "A Semantic driven approach to Hypertextual Authoring" in LREC'02, Event Modeling for Multilingual Document Linking, Las Palmas, Canary Island, Spain: LREC'02, 2002. Proceedings of: LREC'02, EMMDL, Las Palmas, Canary Island, Spain, 27 May-2 June 2002
  • R. Basili; A. Moschitti; M. Pazienza, "Empirical Investigation of fast text categorization over linguistic features" in The 15th European Conference on Artificial Intelligence, Lyon, France: IOS Press, 2002, p. 485-489. - ISBN: 1586032577. Proceedings of: ECAI 2002, Lyon, France, July 21-26 2002
  • R. Basili; A. Moschitti, "Intelligent NLP-Driven Text Classification" in INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, v. Vol. 11, 2002, n. Issue: 3 (2002), p. 389-423. - DOI: 10.1142/S0218213002000952
  • R. Basili; A. Moschitti; M. Pazienza; F. Zanzotto, "A contrastive approach to term extraction" in Terminology and Artificial Intelligence Conference (TIA 2001), Francia: TIA, 2001. Proceedings of: Terminology and Artificial Intelligence Conference (TIA 2001), Nancy, France, 2001
  • R. Basili; A. Moschitti; M. Pazienza, "A hybrid approach to optimize feature selection process in text classification" in The 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence, Berlin: Springer Berlin Heidelberg, 2001, p. 320-326. - (Lecture Notes in Computer Science). - ISBN: 9783540426011. Proceedings of: AI*IA 2001, Italy, Bari, September 25–28, 2001. - DOI: 10.1007/3-540-45411-X_33
  • R. Basili; A. Moschitti, "A robust model for intelligent text classification" in The thirteenth IEEE International Conference on Tools with Artificial Intelligence, Dallas, Texas: IEEE, 2001, p. 265-272. - ISBN: 0769514170. Proceedings of: ICTAI '01, Dallas, Texas, 7-9 November 2001
  • ROBERTO BASILI; A. MOSCHITTI, "NLP-driven IR: Evaluating performance over a text classification task" in International Joint Conference of Artificial Intelligence, 2001
  • A. Moschitti, "A novel neural approximation technique for integer formulation of the asymmetric traveling salesman problem" in NEURAL NETWORK WORLD, v. 2000, (2000). - URL: http://www.nnw.cz/obsahy00.html
  • R. Basili; A. Moschitti; M. Pazienza, "Language sensitive text classification" in 6th Conference on Content-Based Multimedia Information Access (RIAO 2000), Paris, France: CID, 2000, p. 331-343. - ISBN: 290545007X. Proceedings of: RIAO 2000, Paris, France, 2000
  • R. Basili; A. Moschitti; M. Pazienza, "Modeling terminological information in text classification" in Conference on Le Traitment Automatique des Langues Naturelles (TALN 2000), EPFL, Swiss: EPFL, 2000. Proceedings of: Conference on Le Traitment Automatique des Langues Naturelles (TALN 2000), EPFL, Lausanne, Swiss, 2000
  • R. Basili; A. Moschitti; M. Pazienza, "Robust inference method for profile-based text Classification" in The 5th International Conference on Statistical Analysis of Textual Data (JADT 2000), Swiss: EPFL, 2000. Proceedings of: JADT 2000, Lausanne, Swiss, 2000
  • R. Basili; A. Moschitti; M. Pazienza, "A text classifier based on linguistic processing" in The 9th International Joint Conference of Artificial Intelligence (IJCAI 1999), Workshop on Machine Learning for Information Filtering, Swedish: IJCAI 1999, 1999. Proceedings of: IJCAI 1999, Stockholm, Swedish, 13.07.1999 - 06.08.1999