Oren Melamud

Publication Activity (10 Years)

Years Active: 2005-2019
Publications (10 Years): 13

Top Topics

Probabilistic Modeling

Inference Rules

Top Venues

Publications

Oren Melamud, Mihaela A. Bornea, Ken Barker
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification. EMNLP/IJCNLP (1) (2019)
Oren Melamud, Chaitanya Shivade
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models. CoRR (2019)
Jacob Goldberger, Oren Melamud
Self-Normalization Properties of Language Modeling. COLING (2018)
Jacob Goldberger, Oren Melamud
Self-Normalization Properties of Language Modeling. CoRR (2018)
Oren Melamud, Ido Dagan, Jacob Goldberger
A Simple Language Model based on PMI Matrix Approximations. EMNLP (2017)
Oren Melamud, Jacob Goldberger
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function. ACL (2) (2017)
Oren Melamud, Ido Dagan, Jacob Goldberger
A Simple Language Model based on PMI Matrix Approximations. CoRR (2017)
Oren Melamud, Ido Dagan, Jacob Goldberger
PMI Matrix Approximations with Applications to Neural Language Modeling. CoRR (2016)
Oren Melamud, Jacob Goldberger, Ido Dagan
context2vec: Learning Generic Context Embedding with Bidirectional LSTM. CoNLL (2016)
Michael Wojatzki, Oren Melamud, Torsten Zesch
Bundled Gap Filling: A New Paradigm for Unambiguous Cloze Exercises. BEA@NAACL-HLT (2016)
Vasily Konovalov, Ron Artstein, Oren Melamud, Ido Dagan
The Negochat Corpus of Human-agent Negotiation Dialogues. LREC (2016)
Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal
The Role of Context Types and Dimensionality in Learning Word Embeddings. HLT-NAACL (2016)
Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal
The Role of Context Types and Dimensionality in Learning Word Embeddings. CoRR (2016)
Oren Melamud, Omer Levy, Ido Dagan
A Simple Word Embedding Model for Lexical Substitution. VS@HLT-NAACL (2015)
Oren Melamud, Ido Dagan, Jacob Goldberger
Modeling Word Meaning in Context with Substitute Vectors. HLT-NAACL (2015)
Torsten Zesch, Oren Melamud
Automatic Generation of Challenging Distractors Using Context-Sensitive Inference Rules. BEA@ACL (2014)
Oren Melamud, Ido Dagan, Jacob Goldberger, Idan Szpektor, Deniz Yuret
Probabilistic Modeling of Joint-context in Distributional Similarity. CoNLL (2014)
Oren Melamud, Jonathan Berant, Ido Dagan, Jacob Goldberger, Idan Szpektor
A Two Level Model for Context Sensitive Inference Rules. ACL (1) (2013)
Oren Melamud, Ido Dagan, Jacob Goldberger, Idan Szpektor
Using Lexical Expansion to Learn Inference Rules from Sparse Data. ACL (2) (2013)
Yonatan Aumann, Moshe Lewenstein, Oren Melamud, Ron Y. Pinter, Zohar Yakhini
Dotted interval graphs. ACM Trans. Algorithms 8 (2) (2012)
Yonatan Aumann, Moshe Lewenstein, Oren Melamud, Ron Y. Pinter, Zohar Yakhini
Dotted interval graphs and high throughput genotyping. SODA (2005)