Papers
WinoGrande: An Adversarial Winograd Schema Challenge at Scale
Keisuke Sakaguchi, Ronan Le Bras, Chandra Bhagavatula et al.
Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks
Anna Rogers, Olga Kovaleva, Matthew Downey et al.
Probing Natural Language Inference Models through Semantic Fragments
Kyle Richardson, Hai Hu, Lawrence Moss et al.
Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension
Qiyu Ren, Xiang Cheng, Sen Su
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation
Pengjie Ren, Zhumin Chen, Christof Monz et al.
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara et al.
Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues
Zahra Rahimi, Diane Litman
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
Pengda Qin, Xin Wang, Wenhu Chen et al.
DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification
Libo Qin, Wanxiang Che, Yangming Li et al.
Dynamic Knowledge Routing Network for Target-Guided Open-Domain Conversation
Jinghui Qin, Zheng Ye, Jianheng Tang et al.
Lexical Simplification with Pretrained Encoders
Jipeng Qiang, Yun Li, Yi Zhu et al.
Solving Sequential Text Classification as Board-Game Playing
Chen Qian, Fuli Feng, Lijie Wen et al.
Translation-Based Matching Adversarial Network for Cross-Lingual Natural Language Inference
Kunxun Qi, Jianfeng Du
Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets
Fanchao Qi, Liang Chang, Maosong Sun et al.
Verb Class Induction with Partial Supervision
Daniel Peterson, Susan Brown, Martha Palmer
MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert
Shuke Peng, Feng Ji, Zehao Lin et al.
Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis
Haiyun Peng, Lu Xu, Lidong Bing et al.
Associating Natural Language Comment and Source Code Entities
Sheena Panthaplackel, Milos Gligoric, Raymond J. Mooney et al.
Mask & Focus: Conversation Modelling by Learning Concepts
Gaurav Pandey, Dinesh Raghu, Sachindra Joshi
Fine-Grained Entity Typing for Domain Independent Entity Linking
Yasumasa Onoe, Greg Durrett
Controlling Neural Machine Translation Formality with Synthetic Supervision
Xing Niu, Marine Carpuat
AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses
Tong Niu, Mohit Bansal
Deep Residual-Dense Lattice Network for Speech Enhancement
Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao et al.
Message Passing Attention Networks for Document Understanding
Giannis Nikolentzos, Antoine Tixier, Michalis Vazirgiannis
Merging Weak and Active Supervision for Semantic Parsing
Ansong Ni, Pengcheng Yin, Graham Neubig