| 2019 | EMNLP | Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification. | Oren Melamud, Mihaela A. Bornea, Ken Barker |
| 2018 | COLING | Self-Normalization Properties of Language Modeling. | Jacob Goldberger, Oren Melamud |
| 2017 | ACL | Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function. | Oren Melamud, Jacob Goldberger |
| 2017 | EMNLP | A Simple Language Model based on PMI Matrix Approximations. | Oren Melamud, Ido Dagan, Jacob Goldberger |
| 2016 | CoNLL | context2vec: Learning Generic Context Embedding with Bidirectional LSTM. | Oren Melamud, Jacob Goldberger, Ido Dagan |
| 2016 | LREC | The Negochat Corpus of Human-agent Negotiation Dialogues. | Vasily Konovalov, Ron Artstein, Oren Melamud, Ido Dagan |
| 2016 | NAACL | The Role of Context Types and Dimensionality in Learning Word Embeddings. | Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal |
| 2015 | NAACL | Modeling Word Meaning in Context with Substitute Vectors. | Oren Melamud, Ido Dagan, Jacob Goldberger |
| 2015 | NAACL | A Simple Word Embedding Model for Lexical Substitution. | Oren Melamud, Omer Levy, Ido Dagan |
| 2014 | CoNLL | Probabilistic Modeling of Joint-context in Distributional Similarity. | Oren Melamud, Ido Dagan, Jacob Goldberger, Idan Szpektor, Deniz Yuret |
| 2013 | ACL | A Two Level Model for Context Sensitive Inference Rules. | Oren Melamud, Jonathan Berant, Ido Dagan, Jacob Goldberger, Idan Szpektor |
| 2013 | ACL | Using Lexical Expansion to Learn Inference Rules from Sparse Data. | Oren Melamud, Ido Dagan, Jacob Goldberger, Idan Szpektor |
| 2005 | SODA | Dotted interval graphs and high throughput genotyping. | Yonatan Aumann, Moshe Lewenstein, Oren Melamud, Ron Y. Pinter, Zohar Yakhini |