Oren Melamud  Oren Melamud photo       

contact information

Research Staff Member - NLP
Thomas J. Watson Research Center, Yorktown Heights, NY USA

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2017

A Simple Language Model based on PMI Matrix Approximations
Oren Melamud, Ido Dagan, Jacob Goldberger
EMNLP, 2017

Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function
Oren Melamud and Jacob Goldberger
ACL, 2017


2016

The Negochat Corpus of Human-agent Negotiation Dialogues
Vasily Konovalov, Ron Artstein, Oren Melamud, Ido Dagan
LREC, 2016

The role of context types and dimensionality in learning word embeddings
Melamud, Oren and McClosky, David and Patwardhan, Siddharth and Bansal, Mohit
NAACL, 2016
Abstract

Bundled Gap Filling: A New Paradigm for Unambiguous Cloze Exercises
Wojatzki, Michael and Melamud, Oren and Zesch, Torsten
Workshop on Innovative Use of NLP for Building Educational Applications (BEA), 2016
Abstract

Collecting Better Training Data using Biased Agent Policies in Negotiation Dialogues
Konovalov, Vasily and Melamud, Oren and Artstein, Ron and Dagan, Ido
Workshop on Chatbots and Conversational Agents (WOCHAT), 2016
Abstract

context2vec: Learning generic context embedding with bidirectional lstm
Melamud, Oren and Goldberger, Jacob and Dagan, Ido
CoNLL, 2016
Abstract


2015

Modeling word meaning in context with substitute vectors
Melamud, Oren and Dagan, Ido and Goldberger, Jacob
NAACL, 2015
Abstract

A simple word embedding model for lexical substitution
Melamud, Oren and Levy, Omer and Dagan, Ido and Ramat-Gan, Israel
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015
Abstract


2014

Probabilistic Modeling of Joint-context in Distributional Similarity.
Melamud, Oren and Dagan, Ido and Goldberger, Jacob and Szpektor, Idan and Yuret, Deniz
CoNLL, 2014
Abstract

Automatic generation of challenging distractors using context-sensitive inference rules
Zesch, Torsten and Melamud, Oren
Proceedings of the Ninth Workshop on Innovative Use of NLP for Building Educational Applications, 2014
Abstract


2013

Using Lexical Expansion to Learn Inference Rules from Sparse Data.
Melamud, Oren and Dagan, Ido and Goldberger, Jacob and Szpektor, Idan
ACL (2), 2013
Abstract

A Two Level Model for Context Sensitive Inference Rules.
Melamud, Oren and Berant, Jonathan and Dagan, Ido and Goldberger, Jacob and Szpektor, Idan
ACL (1), 2013
Abstract


2012

Dotted interval graphs
Aumann, Yonatan and Lewenstein, Moshe and Melamud, Oren and Pinter, Ron and Yakhini, Zohar
ACM Transactions on Algorithms (TALG) 8(2), 9, ACM, 2012
Abstract


2005

Dotted interval graphs and high throughput genotyping
Aumann, Yonatan and Lewenstein, Moshe and Melamud, Oren and Pinter, Ron Y and Yakhini, Zohar
Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms, pp. 339--348, 2005
Abstract