EMNLP

Natural Language Comprehension with the EpiReader

Adam Trischler, Zheng Ye, Xingdi Yuan, Kaheer Suleman

Comments 8 pages plus references. Submitted to EMNLP 2016

First Result on Arabic Neural Machine Translation

Amjad Almahairi, Kyunghyun Cho, Nizar Habash, Aaron Courville

Comments EMNLP submission

Do You See What I Mean? Visual Resolution of Linguistic Ambiguities

Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz, Shimon Ullman

Comments EMNLP 2015

Journal ref Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015, pages 1477--1487

Online Updating of Word Representations for Part-of-Speech Tagging

Wenpeng Yin, Tobias Schnabel, Hinrich Schütze

Comments EMNLP'2015. Released POS tagger "FLORS" for online domain adaptation

Trans-gram, Fast Cross-lingual Word-embeddings

Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum

Comments EMNLP 2015

A Unified Tagging Solution: Bidirectional LSTM Recurrent Neural Network with Word Embedding

Peilu Wang, Yao Qian, Frank K. Soong, Lei He, Hai Zhao

Comments Rejected by EMNLP 2015, score: 4,3,3 (full is 5)

Effective Approaches to Attention-based Neural Machine Translation

Minh-Thang Luong, Hieu Pham, Christopher D. Manning

Comments 11 pages, 7 figures, EMNLP 2015 camera-ready version, more training details

Improved Relation Extraction with Feature-Rich Compositional Embedding Models

Matthew R. Gormley, Mo Yu, Mark Dredze

Comments 12 pages for EMNLP 2015

Language Understanding for Text-based Games Using Deep Reinforcement Learning

Karthik Narasimhan, Tejas Kulkarni, Regina Barzilay

Comments 11 pages, Appearing at EMNLP, 2015

Better Document-level Sentiment Analysis from RST Discourse Parsing

Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein

Comments Published at Empirical Methods in Natural Language Processing (EMNLP 2015)

A Neural Attention Model for Abstractive Sentence Summarization

Alexander M. Rush, Sumit Chopra, Jason Weston

Comments Proceedings of EMNLP 2015

Posterior calibration and exploratory analysis for natural language processing models

Khanh Nguyen, Brendan O'Connor

Comments 15 pages (including supplementary information), proceedings of EMNLP 2015

Component-Enhanced Chinese Character Embeddings

Yanran Li, Wenjie Li, Fei Sun, Sujian Li

Comments 6 pages, 2 figures, conference, EMNLP 2015

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve Young

Comments To be appear in EMNLP 2015

Better Summarization Evaluation with Word Embeddings for ROUGE

Jun-Ping Ng, Viktoria Abrecht

Comments Pre-print - To appear in proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)

A Framework for Comparing Groups of Documents

Arun S. Maiya

Comments 6 pages; 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP '15)

Confounds and Consequences in Geotagged Twitter Data

Umashanthi Pavalanathan, Jacob Eisenstein

Comments final version for EMNLP 2015

A large annotated corpus for learning natural language inference

Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning

Comments To appear at EMNLP 2015. The data will be posted shortly before the conference (the week of 14 Sep) at http://nlp.stanford.edu/projects/snli/

Auto-Sizing Neural Networks: With Applications to n-gram Language Models

Kenton Murray, David Chiang

Comments EMNLP 2015

Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections

Jingwei Zhang, Aaron Gerow, Jaan Altosaar, James Evans, Richard Jean So

Comments EMNLP 2015

Traversing Knowledge Graphs in Vector Space

Kelvin Guu, John Miller, Percy Liang

Comments 2015 Conference on Empirical Methods on Natural Language Processing (EMNLP)

A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution

Shaohua Li, Jun Zhu, Chunyan Miao

Comments Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2015 2015, 11 pages, 2 figures

A Comparative Study on Regularization Strategies for Embedding-based Neural Networks

Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin

Comments EMNLP '15

Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path

Xu Yan, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin

Comments EMNLP '15

Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning

Jianpeng Cheng, Dimitri Kartsaklis

Comments Accepted for presentation at EMNLP 2015

Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs

Miguel Ballesteros, Chris Dyer, Noah A. Smith

Comments In Proceedings of EMNLP 2015

Image Representations and New Domains in Neural Image Captioning

Jack Hessel, Nicolas Savva, Michael J. Wilber

Comments 11 Pages, 5 Images, To appear at EMNLP 2015's Vision + Learning workshop

Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space

Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum

Comments In Conference on Empirical Methods in Natural Language Processing, 2014

Experimental Support for a Categorical Compositional Distributional Model of Meaning

Edward Grefenstette, Mehrnoosh Sadrzadeh

Comments 11 pages, to be presented at EMNLP 2011, to be published in Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

Journal ref Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (2011)

Phrase Based Language Model For Statistical Machine Translation

Jia Xu, Geliang Chen

Comments 5 pages. This version of the paper was submitted for review to EMNLP 2013. The title, the idea and the content of this paper was presented by the first author in the machine translation group meeting at the MSRA-NLC lab (Microsoft Research Asia, Natural Language Computing) on July 16, 2013