EMNLP

Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions

Jing Peng, Anna Feldman, Ekaterina Vylomova

Comments EMNLP 2014

Unsupervised Pretraining for Sequence to Sequence Learning

Prajit Ramachandran, Peter J. Liu, Quoc V. Le

Comments Updated to accepted EMNLP 2017 version

End-to-end Neural Coreference Resolution

Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer

Comments Accepted to EMNLP 2017

Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation

Carolin Lawrence, Artem Sokolov, Stefan Riezler

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017, Copenhagen, Denmark

RACE: Large-scale ReAding Comprehension Dataset From Examinations

Guokun Lai, Qizhe Xie, Hanxiao Liu, Yiming Yang, Eduard Hovy

Comments EMNLP 2017

Shortcut-Stacked Sentence Encoders for Multi-Domain Inference

Yixin Nie, Mohit Bansal

Comments EMNLP 2017 RepEval Multi-NLI Shared Task (6 pages)

A causal framework for explaining the predictions of black-box sequence-to-sequence models

David Alvarez-Melis, Tommi S. Jaakkola

Comments 12 Pages, EMNLP 2017

Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback

Khanh Nguyen, Hal Daumé, Jordan Boyd-Graber

Comments 11 pages, 5 figures, In Proceedings of Empirical Methods in Natural Language Processing (EMNLP) 2017

Towards Linguistically Generalizable NLP Systems: A Workshop and Shared Task

Allyson Ettinger, Sudha Rao, Hal Daumé, Emily M. Bender

Comments Updated version of the EMNLP Workshop and Shared Task description paper, Proceedings of the First Workshop on Building Linguistically Generalizable NLP Systems. 2017

Identifying civilians killed by police with distantly supervised entity-event extraction

Katherine A. Keith, Abram Handler, Michael Pinkham, Cara Magliozzi, Joshua McDuffie, Brendan O'Connor

Journal ref Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture

Yuanliang Meng, Anna Rumshisky, Alexey Romanov

Comments EMNLP 2017

Massively Multilingual Neural Grapheme-to-Phoneme Conversion

Ben Peters, Jon Dehdari, Josef van Genabith

Comments EMNLP 2017 Workshop on Building Linguisically Generalizable NLP Systems

DOC: Deep Open Classification of Text Documents

Lei Shu, Hu Xu, Bing Liu

Comments accepted at EMNLP 2017

A Question Answering Approach to Emotion Cause Extraction

Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du

Comments Accepted by EMNLP 2017

Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition

Yong Jiang, Wenjuan Han, Kewei Tu

Comments In EMNLP 2017. A typo fixed in Algo 2

Task-Oriented Query Reformulation with Reinforcement Learning

Rodrigo Nogueira, Kyunghyun Cho

Comments EMNLP 2017

Piecewise Latent Variables for Neural Variational Text Processing

Iulian V. Serban, Alexander G. Ororbia, Joelle Pineau, Aaron Courville

Comments 19 pages, 2 figures, 8 tables; EMNLP 2017

Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars

Arash Eshghi, Igor Shalyminov, Oliver Lemon

Comments 11 pages, 4 figures, 2 tables. Accepted as a long paper for EMNLP 2017

Journal ref Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (ISBN 978-1-945626-83-8), pp 2210-2220. Copenhagen, Denmark September 7-11, 2017

Harvesting Creative Templates for Generating Stylistically Varied Restaurant Reviews

Shereen Oraby, Sheideh Homayon, Marilyn Walker

Comments 9 pages, 2 figures, Stylistic Variation Workshop at EMNLP 2017

Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets

Athanasios Giannakopoulos, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl

Comments 9 pages, 3 figures, 2 tables 8th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), EMNLP 2017

Why We Need New Evaluation Metrics for NLG

Jekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, Verena Rieser

Comments accepted to EMNLP 2017

Journal ref Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, pages 2231-2242, Copenhagen, Denmark, September 7-11, 2017

Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages

Ehsaneddin Asgari, Hinrich Schütze

Journal ref Extended version of EMNLP 2017

Incorporating Relation Paths in Neural Relation Extraction

Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun

Comments Proceedings of EMNLP 2017. Code and dataset available

Steering Output Style and Topic in Neural Response Generation

Di Wang, Nebojsa Jojic, Chris Brockett, Eric Nyberg

Comments EMNLP 2017 camera-ready version

Globally Normalized Reader

Jonathan Raiman, John Miller

Comments Presented at EMNLP 2017

Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features

Fan Yang, Arjun Mukherjee, Eduard Dragut

Comments EMNLP 2017, 11 pages

Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection

Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova

Comments EMNLP 2017

Zero-Shot Activity Recognition with Verb Attribute Induction

Rowan Zellers, Yejin Choi

Comments accepted to EMNLP 2017

Learning what to read: Focused machine reading

Enrique Noriega-Atala, Marco A. Valenzuela-Escarcega, Clayton T. Morrison, Mihai Surdeanu

Comments 6 pages, 1 figure, 1 algorithm, 2 tables, accepted to EMNLP 2017

Macro Grammars and Holistic Triggering for Efficient Semantic Parsing

Yuchen Zhang, Panupong Pasupat, Percy Liang

Comments EMNLP 2017