EMNLP

Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing

Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu

Comments to appear at EMNLP 2019

Learning Rhyming Constraints using Structured Adversaries

Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime Carbonell, Taylor Berg-Kirkpatrick

Comments EMNLP-IJCNLP 2019 Short Paper

Hint-Based Training for Non-Autoregressive Machine Translation

Zhuohan Li, Zi Lin, Di He, Fei Tian, Tao Qin, Liwei Wang, Tie-Yan Liu

Comments EMNLP-IJCNLP 2019

ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation

Qiongkai Xu, Chenchen Xu, Lizhen Qu

Comments EMNLP 2019 (Demo)

Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set

Katharina Kann, Kyunghyun Cho, Samuel R. Bowman

Comments EMNLP 2019

The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English

Francisco Guzmán, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato

Comments EMNLP 2019

Robust Text Classifier on Test-Time Budgets

Md Rizwan Parvez, Tolga Bolukbasi, Kai-Wei Chang, Venkatesh Saligrama

Comments To appear at EMNLP-IJCAI 2019, 6 pages + 2 pages appendix

Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering

Shiyue Zhang, Mohit Bansal

Comments 15 pages (EMNLP 2019)

Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification

Binxuan Huang, Kathleen M. Carley

Comments Accepted by EMNLP 2018

Modelling Stopping Criteria for Search Results using Poisson Processes

Alison Sneyd, Mark Stevenson

Comments Accepted to EMNLP 2019

PubMedQA: A Dataset for Biomedical Research Question Answering

Qiao Jin, Bhuwan Dhingra, Zhengping Liu, William W. Cohen, Xinghua Lu

Comments EMNLP 2019

Finding Generalizable Evidence by Learning to Convince Q&A Models

Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho

Comments EMNLP 2019. Code available at https://github.com/ethanjperez/convince

A Logic-Driven Framework for Consistency of Neural Models

Tao Li, Vivek Gupta, Maitrey Mehta, Vivek Srikumar

Comments Accepted in EMNLP 2019; Extra footnote after camera ready; Addressing R-fuzzy and S-fuzzy logic + extra acknowledgement

Sequential Learning of Convolutional Features for Effective Text Classification

Avinash Madasu, Vijjini Anvesh Rao

Comments Accepted Long Paper at EMNLP-IJCNLP 2019, Hong Kong, China

EASSE: Easier Automatic Sentence Simplification Evaluation

Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia

Comments EMNLP-IJCNLP 2019 Demo (Camera-ready Version)

Analytical Methods for Interpretable Ultradense Word Embeddings

Philipp Dufter, Hinrich Schütze

Comments EMNLP 2019

Transfer Learning Between Related Tasks Using Expected Label Proportions

Matan Ben Noach, Yoav Goldberg

Comments EMNLP 2019

Journal ref 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing

ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System

Oren Pereg, Daniel Korat, Moshe Wasserblat, Jonathan Mamou, Ido Dagan

Comments 6 pages, demo paper at EMNLP 2019

Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework

Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu

Comments To appear in 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing

Speculative Beam Search for Simultaneous Translation

Renjie Zheng, Mingbo Ma, Baigong Zheng, Liang Huang

Comments accepted by EMNLP 2019

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases

Tao Yu, Rui Zhang, He Yang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter S Lasecki, Dragomir Radev

Comments Accepted to EMNLP 2019, long paper

Identifying and Explaining Discriminative Attributes

Armins Stepanjans, André Freitas

Comments EMNLP-IJCNLP 2019, source code available at https://github.com/ab-10/hawk

Structuring Latent Spaces for Stylized Response Generation

Xiang Gao, Yizhe Zhang, Sungjin Lee, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan

Comments accepted to appear at EMNLP 2019 (long)

Journal ref EMNLP 2019

Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset

Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Daniel Duckworth, Semih Yavuz, Ben Goodrich, Amit Dubey, Andy Cedilnik, Kyu-Young Kim

Comments To appear at EMNLP 2019

Out-of-Domain Detection for Low-Resource Text Classification Tasks

Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu

Comments EMNLP 2019

Let's Ask Again: Refine Network for Automatic Question Generation

Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran

Comments accepted in EMNLP 2019 in Main Conference, (10 pages)

Counterfactual Story Reasoning and Generation

Lianhui Qin, Antoine Bosselut, Ari Holtzman, Chandra Bhagavatula, Elizabeth Clark, Yejin Choi

Comments Accepted to EMNLP 2019

Investigating Multilingual NMT Representations at Scale

Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Naveen Arivazhagan, Orhan Firat

Comments Paper at EMNLP 2019

Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation

Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang

Comments EMNLP 2019

Getting Gender Right in Neural Machine Translation

Eva Vanmassenhove, Christian Hardmeier, Andy Way

Comments Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), October-November, 2018. Brussels, Belgium, pages 3003-3008, URL: https://www.aclweb.org/anthology/D18-1334, DOI: 10.18653/v1/D18-1334

Journal ref Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing