| 2013 | CIKM | PLEAD 2013: politics, elections and data. | Ingmar Weber, Ana-Maria Popescu, Marco Pennacchiotti |
| 2013 | KDD | Automatic selection of social media responses to news. | Tadej Stajner, Bart Thomee, Ana-Maria Popescu, Marco Pennacchiotti, Alejandro Jaimes |
| 2013 | RecSys | Recommending branded products from social media. | Yongzheng Zhang, Marco Pennacchiotti |
| 2013 | WWW | Predicting purchase behaviors from social media. | Yongzheng Zhang, Marco Pennacchiotti |
| 2013 | WSDM | Data-driven political science. | Ingmar Weber, Ana-Maria Popescu, Marco Pennacchiotti |
| 2012 | CIKM | Making your interests follow you on twitter. | Marco Pennacchiotti, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini |
| 2012 | CIKM | PLEAD 2012: politics, elections and data. | Ingmar Weber, Ana-Maria Popescu, Marco Pennacchiotti |
| 2011 | CoNLL | Automatically Building Training Examples for Entity Extraction. | Marco Pennacchiotti, Patrick Pantel |
| 2011 | EMNLP | Linguistic Redundancy in Twitter. | Fabio Massimo Zanzotto, Marco Pennacchiotti, Kostas Tsioutsiouliklis |
| 2011 | ICWSM | A Machine Learning Approach to Twitter User Classification. | Marco Pennacchiotti, Ana-Maria Popescu |
| 2011 | ICWSM | "Dancing with the Stars, " NBA Games, Politics: An Exploration of Twitter Users' Response to Events. | Ana-Maria Popescu, Marco Pennacchiotti |
| 2011 | KDD | Democrats, republicans and starbucks afficionados: user classification in twitter. | Marco Pennacchiotti, Ana-Maria Popescu |
| 2011 | WWW | Domain-independent entity extraction from web search query logs. | Alpa Jain, Marco Pennacchiotti |
| 2011 | WWW | Investigating topic models for social media user recommendation. | Marco Pennacchiotti, Siva Gurumurthy |
| 2011 | WWW | Extracting events and event descriptions from Twitter. | Ana-Maria Popescu, Marco Pennacchiotti, Deepa Paranjpe |
| 2010 | CIKM | Detecting controversial events from twitter. | Ana-Maria Popescu, Marco Pennacchiotti |
| 2010 | COLING | Open Entity Extraction from Web Search Query Logs. | Alpa Jain, Marco Pennacchiotti |
| 2009 | EACL | Measuring Frame Relatedness. | Marco Pennacchiotti, Michael Wirth |
| 2009 | EMNLP | Entity Extraction via Ensemble Semantics. | Marco Pennacchiotti, Patrick Pantel |
| 2009 | NAACL | SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals. | Iris Hendrickx, Su Nam Kim, Zornitsa Kozareva, Preslav Nakov, Diarmuid Saghdha, Sebastian Pad, Marco Pennacchiotti, Lorenza Romano, Stan Szpakowicz |
| 2008 | COLING | Semantic Role Assignment for Event Nominalisations by Leveraging Verbal Data. | Sebastian Pad, Marco Pennacchiotti, Caroline Sporleder |
| 2008 | EMNLP | Automatic induction of FrameNet lexical units. | Marco Pennacchiotti, Diego De Cao, Roberto Basili, Danilo Croce, Michael Roth |
| 2008 | LREC | FATE: a FrameNet-Annotated Corpus for Textual Entailment. | Aljoscha Burchardt, Marco Pennacchiotti |
| 2008 | LREC | A Web Browser Extension for Growing-up Ontological Knowledge from Traditional Web Content. | Maria Teresa Pazienza, Marco Pennacchiotti, Armando Stellato |
| 2008 | LREC | Towards a Vector Space Model for FrameNet-like Resources. | Marco Pennacchiotti, Diego De Cao, Paolo Marocco, Roberto Basili |
| 2007 | ACL | Shallow Semantic in Fast Textual Entailment Rule Learners. | Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti |
| 2007 | NAACL | The Domain Restriction Hypothesis: Relating Term Similarity and Semantic Consistency. | Alfio Massimiliano Gliozzo, Marco Pennacchiotti, Patrick Pantel |
| 2006 | ACL | Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic Relations. | Patrick Pantel, Marco Pennacchiotti |
| 2006 | ACL | Ontologizing Semantic Relations. | Marco Pennacchiotti, Patrick Pantel |
| 2006 | ACL | Discovering Asymmetric Entailment Relations between Verbs Using Selectional Preferences. | Fabio Massimo Zanzotto, Marco Pennacchiotti, Maria Teresa Pazienza |
| 2006 | EMNLP | Automatically Assessing Review Helpfulness. | Soo-Min Kim, Patrick Pantel, Timothy Chklovski, Marco Pennacchiotti |
| 2006 | LREC | Mixing WordNet, VerbNet and PropBank for studying verb relations. | Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto |
| 2005 | ACL | Discovering Entailment Relations Using "Textual Entailment Patterns". | Fabio Massimo Zanzotto, Maria Teresa Pazienza, Marco Pennacchiotti |
| 2004 | ECAI | Identifying Relational Concept Lexicalisations by Using General Linguistic Knowledge. | Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto |
| 2004 | WETICE | Modelling Semantic Grid Knowledge Embedded in Documents. | Maria Teresa Pazienza, Marco Pennacchiotti, Fabio Massimo Zanzotto |