EMNLP

Learning Invariant Representations of Social Media Users

Nicholas Andrews, Marcus Bishop

Comments 12 pages, 3 figures; to be published in EMNLP 2019

Perturbation Sensitivity Analysis to Detect Unintended Model Biases

Vinodkumar Prabhakaran, Ben Hutchinson, Margaret Mitchell

Comments EMNLP 2019 Short Paper

A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification

Varun Kumar, Hadrien Glaude, Cyprien de Lichy, William Campbell

Comments Accepted at Deep Learning for low-resource NLP workshop @ EMNLP 2019

The Daunting Task of Real-World Textual Style Transfer Auto-Evaluation

Richard Yuanzhe Pang

Comments Extended abstract in EMNLP Workshop on Neural Generation and Translation (WNGT 2019)

Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction

Elena Alvarez-Mellado, Eben Holderness, Nicholas Miller, Fyonn Dhang, Philip Cawkwell, Kirsten Bolton, James Pustejovsky, Mei-Hua Hall

Comments LOUHI @ EMNLP 2019

FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow

Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard Hovy

Comments Accepted by EMNLP 2019 (Long Paper)

Journal ref EMNLP 2019

Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents

Nikolaos Malandrakis, Minmin Shen, Anuj Goyal, Shuyang Gao, Abhishek Sethi, Angeliki Metallinou

Comments EMNLP WNGT workshop

Generating Highly Relevant Questions

Jiazuo Qiu, Deyi Xiong

Comments Accepted by EMNLP 2019

When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish

Manuel Stoeckel, Wahed Hemati, Alexander Mehler

Comments EMNLP-IJCNLP 2019: International Workshop on BioNLP Open Shared Tasks 2019, 5, pages, 1 figure

Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019

Usama Yaseen, Pankaj Gupta, Hinrich Schütze

Comments EMNLP 2019, 11 pages, 4 figures, 8 tables

Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks

Xinchi Chen, Chunchuan Lyu, Ivan Titov

Comments 11 pages, 6 figures, accepted as a long paper at EMNLP 2019

Gunrock: A Social Bot for Complex and Engaging Long Conversations

Dian Yu, Michelle Cohn, Yi Mang Yang, Chun-Yen Chen, Weiming Wen, Jiaping Zhang, Mingyang Zhou, Kevin Jesse, Austin Chau, Antara Bhowmick, Shreenath Iyer, Giritheja Sreenivasulu, Sam Davidson, Ashwin Bhandare, Zhou Yu

Comments EMNLP 2019

Text Level Graph Neural Network for Text Classification

Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng WANG

Comments Accepted by EMNLP-IJCNLP 2019

Correlations between Word Vector Sets

Vitalii Zhelezniak, April Shen, Daniel Busbridge, Aleksandar Savkov, Nils Hammerla

Comments Accepted as a long paper at EMNLP-IJCNLP 2019

Compositional Generalization for Primitive Substitutions

Yuanpeng Li, Liang Zhao, Jianyu Wang, Joel Hestness

Comments EMNLP 2019

Domain Differential Adaptation for Neural Machine Translation

Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig

Comments Workshop on Neural Generation and Translation (WNGT) at EMNLP 2019

Fine-Grained Analysis of Propaganda in News Articles

Giovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, Rostislav Petrov, Preslav Nakov

Journal ref EMNLP-2019

Contrastive Language Adaptation for Cross-Lingual Stance Detection

Mitra Mohtarami, James Glass, Preslav Nakov

Journal ref EMNLP-2019

Handling Syntactic Divergence in Low-resource Machine Translation

Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig

Comments Accepted by EMNLP 2019 (short paper)

Journal ref EMNLP 2019

Tanbih: Get To Know What You Are Reading

Yifan Zhang, Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Jisun An, Haewoon Kwak, Todor Staykovski, Israa Jaradat, Georgi Karadzhov, Ramy Baly, Kareem Darwish, James Glass, Preslav Nakov

Journal ref EMNLP-2019

Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations

Jeff Da, Jungo Kasai

Comments Accepted to EMNLP Commonsense (COIN)

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

Xin Li, Lidong Bing, Wenxuan Zhang, Wai Lam

Comments NUT workshop@EMNLP-IJCNLP-2019

Modeling Color Terminology Across Thousands of Languages

Arya D. McCarthy, Winston Wu, Aaron Mueller, Bill Watson, David Yarowsky

Comments Accepted for presentation at EMNLP-IJCNLP 2019

Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation

Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen

Comments In Proceedings of the 10th International Workshop on Health Text Mining and Information Analysis at EMNLP (LOUHI 2019)

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks

Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon

Comments EMNLP 2019

Linking artificial and human neural representations of language

Jon Gauthier, Roger Levy

Comments EMNLP 2019

Improving Generative Visual Dialog by Answering Diverse Questions

Vishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das

Comments EMNLP 2019

Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT

Shijie Wu, Mark Dredze

Comments EMNLP 2019 Camera Ready

BookQA: Stories of Challenges and Opportunities

Stefanos Angelidis, Lea Frermann, Diego Marcheggiani, Roi Blanco, Lluís Màrquez

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

DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs

Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee

Comments Accepted to EMNLP 2019