Papers
Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking
Timo Schick, Hinrich Schütze
SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation
Bianca Scarlini, Tommaso Pasini, Roberto Navigli
CASIE: Extracting Cybersecurity Event Information from Text
Taneeya Satyapanich, Francis Ferraro, Tim Finin
Hierarchical Reinforcement Learning for Open-Domain Dialog
Abdelrhman Saleh, Natasha Jaques, Asma Ghandeharioun et al.
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