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Marco Pennacchiotti
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Scientist
Yahoo! Inc.
Santa Clara, CA 95054
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| e-mail: pennac_AT_yahoo-inc.com
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phone: +1 408 349 8786
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fax: +1 448 8599
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Journals
- Aljoscha Burchardt, Marco Pennacchiotti, Stefan Thater, Manfred Pinkal.
Assessing the Impact of Frame Semantics on Textual Entailment.
To appear in Journal of Natural Languege Engineering, Special Issue on Textual Entailment, 2008.
- Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti.
Machine Learning for Recognizing Textual Entailment.
To appear in Journal of Natural Languege Engineering, Special Issue on Textual Entailment, 2008.
Peer-reviewed conference and workshop, book chapters, edited volumes
2009
- Marco Pennacchiotti, Patrick Pantel.
Entity Extraction via Ensamble Semantics.
To be published in Proceedings of EMNLP 2009.
- Marco Pennacchiotti, Michael Wirdth.
Measuring frame relatedness.
Proceedings of EACL 2009.
- Roberto Basili, Marco Pennacchiotti (eds.)
Proceedings of GEMS, the EACL 2009 workshop on Geometrical Models of Natural Language Semantics, Athens, Greece, May 2009.
[download proceedings]
- Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid O' Seaghdha, Sebastian Pado, Marco Pennacchiotti, Lorenza Romano, and Stan Szpakowicz
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals.
To be published in Proceedings of the NAACL Workshop on Semantic Evaluations: Recent Achievements and Future Directions, 2009.
2008
- Marco Pennacchiotti, Diego De Cao, Roberto Basili, Danilo Croce, Michael Roth
Automatic induction of FrameNet lexical units.
In Proceedings of EMNLP 2008.
- Sebastian Pado, Marco Pennacchiotti, Caroline Sporleder.
Semantic role assignment for event nominalisations by leveraging verbal data.
In Proceedings of COLING 2008.
- Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti.
Combining Semi-Supervised Acquisition of Corpora and Supervised Learning of Textual Entailment Rules
NSF Symposium on Semantic knowledge discovery, organization and use.
- Marco Pennacchiotti, Patrick Pantel.
Automatically Harvesting and Ontologizing Semantic Relations.
In Ontology Learning and Population: Bridging the Gap between Text and Knowledge, P. Buitelaar and P. Cimiano (Ed.),
Series: Frontiers in Artificial Intelligence and Applications, IOS Press, 2008.
- Marco Pennacchiotti, Fabio Massimo Zanzotto.
Natural Language Processing across time: an empirical investigation on Italian.
In Proceedings of GOTAL 2008. Gothenburg, Sweden. August, 2008.
- Diego De Cao, Danilo Croce, Marco Pennacchiotti, Roberto Basili
Combining word sense and usage for modeling frame semantics
In Proceedings of STEP 2008. Venice, Italy. September, 2008.
- Marco Pennacchiotti, Diego De Cao, Paolo Marocco, Roberto Basili.
Towards a Vector Space Model for FrameNet-like Resources.
In Proceedings of LREC 2008. Marrakech Morocco. May, 2008.
- Aljoscha Burchardt, Marco Pennacchiotti.
FATE: a FrameNet-Annotated corpus for Textual Entailment.
In Proceedings of LREC 2008. Marrakech Morocco. May, 2008.
- Maria Teresa Pazienza, Marco Pennacchiotti, Armando Stellato .
A Web Browser Extension for growing-up Ontological Knowledge from Traditional Web Content.
In Proceedings of LREC 2008. Marrakech Morocco. May, 2008.
2007
- Alfio Gliozzo, Roberto Basili, Marco Pennacchiotti.
Harvesting Ontologies from Open Domain Corpora: a Dynamic Approach.
In Proceedings of RANLP 2007. Borovets, Bulgaria. September, 2007.
- Roberto Basili, Diego De Cao, Paolo Marocco and Marco Pennacchiotti.
Learning Selectional Preferences for Entailment or Paraphrasing Rules.
In Proceedings of RANLP 2007. Borovets, Bulgaria. September, 2007.
- Marco Pennacchiotti and Fabio Massimo Zanzotto.
Learning Shallow Semantic Rules for Textual Entailment
In Poster Proceedings of RANLP 2007. Borovets, Bulgaria. September, 2007.
- Daniele Bagni, Marco Cappella, Marco Pennacchiotti, Maria Teresa Pazienza and Armando Stellato.
Harvesting Relational and Structured Knowledge for Ontology Building in the WPro architecture.
Proceedings of AIIA / 2007. Roma, Italy. September, 2007.
- Marco Pennacchiotti and Fabio Massimo Zanzotto.
Shallow Semantic in Fast Textual Entailment Rule Learners
Proceedings of ACL Workshop on Textual Entailment and Paraphrasing. Prague, Czech Republic. June, 2007.
- Alfio Gliozzo, Marco Pennacchiotti, Patrick Pantel.
Improving Relation Extraction Using Domain Information.
In Proceedings of NAACL / HLT 2007. Rochester, NY. April, 2007.
2006
- Marco Pennacchiotti, Patrick Pantel.
Ontologizing Semantic Relations.
In Proceedings of Conference on Computational Linguistics / Association for Computational Linguistics (COLING/ACL-06). Sydney, Australia. July, 2006.
- Patrick Pantel, Marco Pennacchiotti.
Espresso: A Bootstrapping Algorithm for Automatically Harvesting Semantic Relations.
In Proceedings of Conference on Computational Linguistics / Association for Computational Linguistics (COLING/ACL-06). Sydney, Australia. July, 2006.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Discovering asymmetric entailment relations between verbs using selectional preferences.
In Proceedings of Conference on Computational Linguistics / Association for Computational Linguistics (COLING/ACL-06). Sydney, Australia. July, 2006.
- Soo-Min Kim, Patrick Pantel, Timothy Chklovski and Marco Pennacchiotti.
Automatically Assessing Review Helpfulness.
In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-06). Sydney, Australia. July, 2006.
- Fabio Massimo Zanzotto, Alessandro Moschitti, Marco Pennacchiotti, Maria Teresa Pazienza
Learning textual entailment from examples
In Proceedings of the Second PASCAL Challenges Workshop on Recognising Textual Entailment, Venice, Italy.
- Roberto Basili, Alessandro Moschitti, Marco Pennacchiotti.
Analisi e Annotazione Automatica di Testi Letterari.
In 'Cyberletteratura: tra mondi testuali e mondi virtuali', Ed. Alice Di Stefano, Edizioni Nuova Cultura, Roma 2006.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Learning Textual Entailment on a Distance Feature Space.
In Lecture Notes in Computer Science Volume 3944, pp. 240 - 260 . Springer Berlin / Heidelberg, 2006.
- Marco Pennacchiotti, Patrick Pantel.
A Bootstrapping Algorithm for Automatically Harvesting Semantic Relations.
In Proceedings of Inference in Computational Semantics (ICoS-06), Buxton (England), April 2006.
- Maria Teresa Pazienza, Marco Pennacchiotti, Armando Stellato.
Ontological Support to Knowledge Management in a Hydrogeological Information System.
In Proceedings of the Seventh International
Conference on Data, Text and Web Mining and their Business Applications and Management Information Engineering,
Prague (Czech Republic), July 2006.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Discovering verb relations in corpora: distributional versus non-distributional approaches.
In proceedings of IEA/AIE 2006 (19th International Conference on Industrial & Engineering
Applications of Artificial Intelligence & Expert Systems), Annency (France), June 2006.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
MixingWordNet, VerbNet and PropBank for studying verb relations.
In Proceedings of LREC 2006, Genova (Italy), May 2006.
2005
- Roberto Basili, Marco Cammisa, Marco Pennacchiotti, Fabio Massimo Zanzotto, Maria Vittoria Marabello and Dario Saracino.
Ontology-driven Information Retrieval in FF-Poirot.
In Semantic Web Applications and Perspectives 2nd Italian Semantic Web Workshop (SWAP 2005), December 2005.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Discovering entailment relations using ”textual entailment patterns”.
Proceedings of Empirical Modeling of Semantic Equivalence and Entailment Workshop (ACL 2005) Ann Arbor (USA), June 2005.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
A Linguistic Inspection of Textual Entailment.
in Proceedings of AI*IA 2005: Advances in Artificial Intelligence: 9th Congress of the Italian Association for Artificial Intelligence, Milano (Italy), September 2005.
- Roberto Basili, Alice Di Stefano, Roberto Gigliucci, Alessandro Moschitti, Marco Pennacchiotti.
Automatic Analysis and Annotation of Literary Texts.
Wokshop on Cultural Heritage, 9th Conference of the Italian Association for Artificial Intelligence, Milano (Italy), September 2005.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Textual Entailment as Syntactic Graph Distance: a rule based and a SVM based approach.
In Quiñonero-Candela, J.; Dagan, I.; Magnini, B.; d'Alché-Buc, F. (Eds.), Machine Learning Challenges. Lecture Notes in Computer Science, Vol.3944, Springer, 2006.
- Roberto Basili, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Language Learning and Ontology Engineering: an Integrated Model for the Semantic Web.
2nd Meaning Workshop, Trento, Italy, February 2005.
- Maria Teresa Pazienza, Marco Pennacchiotti, Michele Vindigni, Fabio Massimo Zanzotto.
AI/NLP technologies applied to spacecraft design.
In Proceedings of IEA/AIE 2005 (18th International Conference on
Industrial & Engineering Applications of Artificial Intelligence & Expert Systems).
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Terminology extraction: an analysis of linguistic and statistical approaches.
In Knowledge Mining, S.Sirmakessis (Ed.), Series: Studies in Fuzziness
and Soft Computing, Vol.185, Springer Verlag, 2005.
2004
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Identifying Relational Concept Lexicalisations by Using General Linguistic Knowledge.
In Proceedings of 15th European Conference on Artificial Intelligence (ECAI 2004)
Valencia, Spain, August 2004.
- Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto.
Modelling Semantic Grid knowledge embedded in documents.
In Proceedings of Workshop on Emerging Technologies for Next generation GRID (ETNGRID-2004)
Modena, Italy, June 2004.
- Roberto Basili, Maria Teresa Pazienza, Marco Pennacchiotti.
SALINAC: un sistema di supporto all'apprendimento di Linguaggio Naturale Controllato.
In Proceedings of
Didamatica 2004
Ferrara, Italy, May 2004.
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Backcountry on the Appennini. Apr 2004.
(photo V.Usella) |