EMNLP

WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community

Yiqing Hua, Cristian Danescu-Niculescu-Mizil, Dario Taraborelli, Nithum Thain, Jeffery Sorensen, Lucas Dixon

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

NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval

Canjia Li, Yingfei Sun, Ben He, Le Wang, Kai Hui, Andrew Yates, Le Sun, Jungang Xu

Comments Full paper in EMNLP 2018

Topic-Specific Sentiment Analysis Can Help Identify Political Ideology

Sumit Bhatia, Deepak P

Comments Presented at EMNLP Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, 2018

Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks

Biao Zhang, Deyi Xiong, Jinsong Su, Qian Lin, Huiji Zhang

Comments EMNLP 2018, long paper, source code released

Learning Better Internal Structure of Words for Sequence Labeling

Yingwei Xin, Ethan Hart, Vibhuti Mahajan, Jean-David Ruvini

Comments EMNLP 2018 long paper

Language Modeling with Sparse Product of Sememe Experts

Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

Comments EMNLP 2018. The first three authors contribute equally

Do Explanations make VQA Models more Predictable to a Human?

Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav, Prithvijit Chattopadhyay, Devi Parikh

Comments EMNLP 2018. 16 pages, 11 figures. Content overlaps with "It Takes Two to Tango: Towards Theory of AI's Mind" (arXiv:1704.00717)

FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation

Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun

Comments EMNLP 2018. The first four authors contribute equally. The order is determined by dice rolling. Visit our website http://zhuhao.me/fewrel

Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation

Yilin Yang, Liang Huang, Mingbo Ma

Comments EMNLP 2018

Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies

Anjalie Field, Doron Kliger, Shuly Wintner, Jennifer Pan, Dan Jurafsky, Yulia Tsvetkov

Comments Accepted as a full paper at EMNLP 2018

Semi-Autoregressive Neural Machine Translation

Chunqi Wang, Ji Zhang, Haiqing Chen

Comments EMNLP 2018

Teaching Syntax by Adversarial Distraction

Juho Kim, Christopher Malon, Asim Kadav

Comments To appear at the EMNLP 2018 First Workshop on Fact Extraction and Verification (FEVER)

Journal ref Juho Kim, Christopher Malon, and Asim Kadav. 2018. "Teaching Syntax by Adversarial Distraction." Proceedings of the EMNLP First Workshop on Fact Extraction and Verification

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task

Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, Dragomir Radev

Comments EMNLP 2018, Long Paper

A Neural Model of Adaptation in Reading

Marten van Schijndel, Tal Linzen

Comments Accepted for presentation at EMNLP 2018 Updated with final camera-ready version (more colorblind-friendly, better catastrophic forgetting eval)

Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing

Daniel Fernández-González, Carlos Gómez-Rodríguez

Comments Proceedings of EMNLP 2018. 11 pages

Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit

Amrith Krishna, Bishal Santra, Sasi Prasanth Bandaru, Gaurav Sahu, Vishnu Dutt Sharma, Pavankumar Satuluri, Pawan Goyal

Comments version 2: Corrected typo in Table1, page7 | Accepted in EMNLP 2018. Supplementary material can be found at - http://cse.iitkgp.ac.in/~amrithk/1080_supp.pdf

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing

Yadollah Yaghoobzadeh, Hinrich Schütze

Comments 7 pages, Accepted at EMNLP 2018

Multi-Head Attention with Disagreement Regularization

Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang

Comments EMNLP 2018

Modeling Localness for Self-Attention Networks

Baosong Yang, Zhaopeng Tu, Derek F. Wong, Fandong Meng, Lidia S. Chao, Tong Zhang

Comments EMNLP 2018

Exploiting Deep Representations for Neural Machine Translation

Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang

Comments EMNLP 2018

PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution

Hong Chen, Zhenhua Fan, Hao Lu, Alan L. Yuille, Shu Rong

Comments EMNLP 2018

Towards Universal Dialogue State Tracking

Liliang Ren, Kaige Xie, Lu Chen, Kai Yu

Comments EMNLP 2018 Oral

Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators

Aldrian Obaja Muis, Wei Lu

Comments 9+2 pages, 6 pages supplementary. Published in EMNLP 2017

Transition-based Parsing with Lighter Feed-Forward Networks

David Vilares, Carlos Gómez-Rodríguez

Comments UD Workshop (co-located with EMNLP 2018)

Learning Personas from Dialogue with Attentive Memory Networks

Eric Chu, Prashanth Vijayaraghavan, Deb Roy

Comments Accepted EMNLP Long Paper

CLUSE: Cross-Lingual Unsupervised Sense Embeddings

Ta-Chung Chi, Yun-Nung Chen

Comments 11 pages, accepted by EMNLP 2018

Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts

Samuel Carton, Qiaozhu Mei, Paul Resnick

Comments Accepted to EMNLP 2018 Code and data available at https://github.com/shcarton/rcnn

Semantic Parsing for Task Oriented Dialog using Hierarchical Representations

Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP) 2018

Causal Explanation Analysis on Social Media

Youngseo Son, Nipun Bayas, H. Andrew Schwartz

Comments To appear in EMNLP 2018; 10 pages

Game-Based Video-Context Dialogue

Ramakanth Pasunuru, Mohit Bansal

Comments EMNLP 2018 (14 pages) (fixed Table5 typo in v2)