Papers
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis
Jin Wang, Liang-Chih Yu, K. Robert Lai et al.
Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks
Xingwei Tan, Yi Cai, Changxi Zhu
Towards Debiasing Fact Verification Models
Tal Schuster, Darsh Shah, Yun Jie Serene Yeo et al.
On the Importance of Delexicalization for Fact Verification
Sandeep Suntwal, Mithun Paul, Rebecca Sharp et al.
The Woman Worked as a Babysitter: On Biases in Language Generation
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan et al.
Autoregressive Text Generation Beyond Feedback Loops
Florian Schmidt, Stephan Mandt, Thomas Hofmann
Multi-Task Learning with Language Modeling for Question Generation
Wenjie Zhou, Minghua Zhang, Yunfang Wu
Pun-GAN: Generative Adversarial Network for Pun Generation
Fuli Luo, Shunyao Li, Pengcheng Yang et al.
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG
Paul Trichelair, Ali Emami, Adam Trischler et al.
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations
Xin Lv, Yuxian Gu, Xu Han et al.
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization
Yi-Ting Yeh, Yun-Nung Chen
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding
Ben Zhou, Daniel Khashabi, Qiang Ning et al.
On NMT Search Errors and Model Errors: Cat Got Your Tongue?
Felix Stahlberg, Bill Byrne
Synchronously Generating Two Languages with Interactive Decoding
Yining Wang, Jiajun Zhang, Long Zhou et al.
Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set
Katharina Kann, Kyunghyun Cho, Samuel R. Bowman
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction
Yova Kementchedjhieva, Mareike Hartmann, Anders Søgaard
Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization
Taehee Jung, Dongyeop Kang, Lucas Mentch et al.
Let’s Ask Again: Refine Network for Automatic Question Generation
Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra et al.
Domain Adaptive Text Style Transfer
Dianqi Li, Yizhe Zhang, Zhe Gan et al.
Neural Extractive Text Summarization with Syntactic Compression
Jiacheng Xu, Greg Durrett
An Entity-Driven Framework for Abstractive Summarization
Eva Sharma, Luyang Huang, Zhe Hu et al.
“Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style Transfer
Akhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model
Zhihong Shao, Minlie Huang, Jiangtao Wen et al.
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski et al.
Towards Controllable and Personalized Review Generation
Pan Li, Alexander Tuzhilin