| 2010 | ACL | Extraction and Approximation of Numerical Attributes from the Web. | Dmitry Davidov, Ari Rappoport |
| 2010 | COLING | Automated Translation of Semantic Relationships. | Dmitry Davidov, Ari Rappoport |
| 2010 | COLING | Enhanced Sentiment Learning Using Twitter Hashtags and Smileys. | Dmitry Davidov, Oren Tsur, Ari Rappoport |
| 2010 | CoNLL | Semi-Supervised Recognition of Sarcasm in Twitter and Amazon. | Dmitry Davidov, Oren Tsur, Ari Rappoport |
| 2010 | ICWSM | ICWSM - A Great Catchy Name: Semi-Supervised Recognition of Sarcastic Sentences in Online Product Reviews. | Oren Tsur, Dmitry Davidov, Ari Rappoport |
| 2009 | CoNLL | Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser. | Dmitry Davidov, Roi Reichart, Ari Rappoport |
| 2009 | EACL | Translation and Extension of Concepts Across Languages. | Dmitry Davidov, Ari Rappoport |
| 2009 | EMNLP | Geo-mining: Discovery of Road and Transport Networks Using Directional Patterns. | Dmitry Davidov, Ari Rappoport |
| 2009 | EMNLP | Enhancement of Lexical Concepts Using Cross-lingual Web Mining. | Dmitry Davidov, Ari Rappoport |
| 2008 | ACL | Classification of Semantic Relationships between Nominals Using Pattern Clusters. | Dmitry Davidov, Ari Rappoport |
| 2008 | ACL | Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. | Dmitry Davidov, Ari Rappoport |
| 2007 | ACL | Fully Unsupervised Discovery of Concept-Specific Relationships by Web Mining. | Dmitry Davidov, Ari Rappoport, Moshe Koppel |
| 2006 | ACL | Efficient Unsupervised Discovery of Word Categories Using Symmetric Patterns and High Frequency Words. | Dmitry Davidov, Ari Rappoport |
| 2004 | SIGIR | Parameterized generation of labeled datasets for text categorization based on a hierarchical directory. | Dmitry Davidov, Evgeniy Gabrilovich, Shaul Markovitch |
| 2002 | AAAI | Multiple-Goal Search Algorithms and their Application to Web Crawling. | Dmitry Davidov, Shaul Markovitch |