EMNLP

Controlling Text Complexity in Neural Machine Translation

Sweta Agrawal, Marine Carpuat

Comments Accepted to EMNLP-IJCNLP 2019

What Gets Echoed? Understanding the "Pointers" in Explanations of Persuasive Arguments

David Atkinson, Kumar Bhargav Srinivasan, Chenhao Tan

Comments 19 pages, 3 figures, EMNLP 2019, the code and dataset are available at https://chenhaot.com/papers/explanation-pointers.html

Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering

Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang

Comments MRQA'19 at EMNLP-IJCNLP 2019

Tree Transformer: Integrating Tree Structures into Self-Attention

Yau-Shian Wang, Hung-Yi Lee, Yun-Nung Chen

Comments accepted by EMNLP 2019

Cross-Lingual Machine Reading Comprehension

Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu

Comments 10 pages, accepted as a conference paper at EMNLP-IJCNLP 2019 (long paper)

Journal ref EMNLP 2019 1586-1595

A Span-Extraction Dataset for Chinese Machine Reading Comprehension

Yiming Cui, Ting Liu, Wanxiang Che, Li Xiao, Zhipeng Chen, Wentao Ma, Shijin Wang, Guoping Hu

Comments 6 pages, accepted as a conference paper at EMNLP-IJCNLP 2019 (short paper)

Journal ref EMNLP 2019 5886-5891

Reasoning Over Paths via Knowledge Base Completion

Saatviga Sudhahar, Ian Roberts, Andrea Pierleoni

Comments Submitted at the TextGraphs2019 Workshop at EMNLP 2019 Conference

Deep Bidirectional Transformers for Relation Extraction without Supervision

Yannis Papanikolaou, Ian Roberts, Andrea Pierleoni

Journal ref EMNLP DeepLo workshop 2019

Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning

Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang

Comments Accepted as a long paper at EMNLP 2019

Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping

Jian Ni, Radu Florian

Comments 11 pages, Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016

Predicting Discourse Structure using Distant Supervision from Sentiment

Patrick Huber, Giuseppe Carenini

Comments Accepted to EMNLP 2019, 9 pages

Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering

Kaixin Ma, Jonathan Francis, Quanyang Lu, Eric Nyberg, Alessandro Oltramari

Comments EMNLP-COIN 2019

Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning

Yichen Jiang, Mohit Bansal

Comments 11 pages (EMNLP 2019)

Knowledge Enhanced Contextual Word Representations

Matthew E. Peters, Mark Neumann, Robert L. Logan, Roy Schwartz, Vidur Joshi, Sameer Singh, Noah A. Smith

Comments EMNLP 2019

Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja

Kang Min Yoo, Taeuk Kim, Sang-goo Lee

Comments 7 pages (5 main pages, 2 appendix pages), 1 figure, accepted in EMNLP 2019 (Conference on Empirical Methods in Natural Language Processing)

Let Me Know What to Ask: Interrogative-Word-Aware Question Generation

Junmo Kang, Haritz Puerto San Roman, Sung-Hyon Myaeng

Comments Accepted at 2nd Workshop on Machine Reading for Question Answering (MRQA), EMNLP 2019

Quantifying the Semantic Core of Gender Systems

Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damián Blasi, Hanna Wallach

Comments 6 pages, 2 figures, accepted to EMNLP 2019

Learning Only from Relevant Keywords and Unlabeled Documents

Nontawat Charoenphakdee, Jongyeong Lee, Yiping Jin, Dittaya Wanvarie, Masashi Sugiyama

Comments EMNLP-IJCNLP2019, fix typos in Theorem 1: change $π$ and $π'$ to $θ$ and $θ'$

Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss

Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao

Comments Accepted to EMNLP 2019

A Hierarchical Location Prediction Neural Network for Twitter User Geolocation

Binxuan Huang, Kathleen M. Carley

Comments Accepted by EMNLP 2019

Evaluating Lottery Tickets Under Distributional Shifts

Shrey Desai, Hongyuan Zhan, Ahmed Aly

Comments Accepted to EMNLP 2019 Workshop on Deep Learning for Low-Resource NLP

Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis

Shrey Desai, Barea Sinno, Alex Rosenfeld, Junyi Jessy Li

Comments Accepted to EMNLP 2019

Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification

Vaibhav Vaibhav, Raghuram Mandyam Annasamy, Eduard Hovy

Comments Accepted at TextGraphs - EMNLP 2019

Look-up and Adapt: A One-shot Semantic Parser

Zhichu Lu, Forough Arabshahi, Igor Labutov, Tom Mitchell

Comments 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention

Lei Cao, Huijun Zhang, Ling Feng, Zihan Wei, Xin Wang, Ningyun Li, Xiaohao He

Comments Accepted to EMNLP 2019

DENS: A Dataset for Multi-class Emotion Analysis

Chen Liu, Muhammad Osama, Anderson de Andrade

Comments Accepted to EMNLP 2019

Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets

Esma Balkir, Masha Naslidnyk, Dave Palfrey, Arpit Mittal

Comments 8 pages, 3 figures, accepted at EMNLP 2019

Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models

Woon Sang Cho, Yizhe Zhang, Sudha Rao, Chris Brockett, Sungjin Lee

Comments Accepted at EMNLP-IJCNLP 2019 - The 3rd Workshop on Neural Generation and Translation

Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations

Sangwoo Cho, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu

Comments EMNLP 2019 Workshop on New Frontiers in Summarization

A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection

Kurt Espinosa, Makoto Miwa, Sophia Ananiadou

Comments Accepted at EMNLP-IJCNLP 2019