EMNLP

Paraphrase Generation with Deep Reinforcement Learning

Zichao Li, Xin Jiang, Lifeng Shang, Hang Li

Comments EMNLP 2018

On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis

Jose Camacho-Collados, Mohammad Taher Pilehvar

Comments Blackbox EMNLP 2018. 7 pages

Learning Sentiment Memories for Sentiment Modification without Parallel Data

Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun

Comments Accepted by EMNLP 2018

Reducing Gender Bias in Abusive Language Detection

Ji Ho Park, Jamin Shin, Pascale Fung

Comments 6 pages. Accepted at the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018

Keyphrase Generation with Correlation Constraints

Jun Chen, Xiaoming Zhang, Yu Wu, Zhao Yan, Zhoujun Li

Comments EMNLP 2018

Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture

Soumil Mandal, Anil Kumar Singh

Comments The 4th Workshop on Noisy User-Generated Text (W-NUT), collocated with EMNLP 2018

Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation

Samuel Läubli, Rico Sennrich, Martin Volk

Comments EMNLP 2018

Demonstrating PAR4SEM - A Semantic Writing Aid with Adaptive Paraphrasing

Seid Muhie Yimam, Chris Biemann

Comments EMNLP Demo paper

How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks

Divyansh Kaushik, Zachary C. Lipton

Comments To appear in EMNLP 2018

DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text

Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun

Comments Accepted by EMNLP 2018

Adaptive Document Retrieval for Deep Question Answering

Bernhard Kratzwald, Stefan Feuerriegel

Comments EMNLP 2018

Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts

Di Jin, Peter Szolovits

Comments Accepted by EMNLP 2018

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi

Comments EMNLP 2018

Phrase-Based & Neural Unsupervised Machine Translation

Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato

Comments EMNLP 2018

Non-Adversarial Unsupervised Word Translation

Yedid Hoshen, Lior Wolf

Comments EMNLP 2018

Rapid Adaptation of Neural Machine Translation to New Languages

Graham Neubig, Junjie Hu

Comments EMNLP 2018

Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point

Liane Guillou, Christian Hardmeier

Comments EMNLP 2018

Learning Explanations from Language Data

David Harbecke, Robert Schwarzenberg, Christoph Alt

Comments Appears in 2018 EMNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP)

Multimodal Language Analysis with Recurrent Multistage Fusion

Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency

Comments EMNLP 2018

Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification

Heike Adel, Hinrich Schütze

Comments EMNLP 2017

LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation

Pankaj Gupta, Hinrich Schütze

Comments 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018) workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP)

Function Assistant: A Tool for NL Querying of APIs

Kyle Richardson, Jonas Kuhn

Comments in Proceedings of EMNLP-2017 (system demonstrations)

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

Wenhan Xiong, Thien Hoang, William Yang Wang

Comments EMNLP 17

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

Alexis Conneau, Douwe Kiela, Holger Schwenk, Loic Barrault, Antoine Bordes

Comments EMNLP 2017

MUSE: Modularizing Unsupervised Sense Embeddings

Guang-He Lee, Yun-Nung Chen

Journal ref Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, pages 327-337

Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs

Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter

Comments Submitted to EMNLP 2018: System Demonstrations

An empirical study on the effectiveness of images in Multimodal Neural Machine Translation

Jean-Benoit Delbrouck, Stéphane Dupont

Comments Accepted to EMNLP 2017

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

Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation

Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann

Comments In Proceedings of the the Conference on Empirical Methods on Natural Language Processing (EMNLP 2017). 2017. Copenhagen, Denmark. Association for Computational Linguistics

Learning to Predict Charges for Criminal Cases with Legal Basis

Bingfeng Luo, Yansong Feng, Jianbo Xu, Xiang Zhang, Dongyan Zhao

Comments 10 pages, accepted by EMNLP 2017

Detecting and Explaining Causes From Text For a Time Series Event

Dongyeop Kang, Varun Gangal, Ang Lu, Zheng Chen, Eduard Hovy

Comments Accepted at EMNLP 2017