Papers
Learning to Denoise Distantly-Labeled Data for Entity Typing
Yasumasa Onoe, Greg Durrett
SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling
Peng Lu, Ting Bai, Philippe Langlais
Highly Effective Arabic Diacritization using Sequence to Sequence Modeling
Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad et al.
An Encoding Strategy Based Word-Character LSTM for Chinese NER
Wei Liu, Tongge Xu, Qinghua Xu et al.
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs
Dheeru Dua, Yizhong Wang, Pradeep Dasigi et al.
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
Aida Amini, Saadia Gabriel, Shanchuan Lin et al.
Be Consistent! Improving Procedural Text Comprehension using Label Consistency
Xinya Du, Bhavana Dalvi, Niket Tandon et al.
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text
Ahmad Sakor, Isaiah Onando Mulang’, Kuldeep Singh et al.
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
Hu Xu, Bing Liu, Lei Shu et al.
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC
Mark Yatskar
Question Answering by Reasoning Across Documents with Graph Convolutional Networks
Nicola De Cao, Wilker Aziz, Ivan Titov
Open Information Extraction from Question-Answer Pairs
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan et al.
Text Generation from Knowledge Graphs with Graph Transformers
Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan et al.
Evaluating Rewards for Question Generation Models
Tom Hosking, Sebastian Riedel
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation
Amit Moryossef, Yoav Goldberg, Ido Dagan
Neural Text Generation from Rich Semantic Representations
Valerie Hajdik, Jan Buys, Michael Wayne Goodman et al.
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation
Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do Omri et al.
Evaluating Text GANs as Language Models
Guy Tevet, Gavriel Habib, Vered Shwartz et al.
Doc2hash: Learning Discrete Latent variables for Documents Retrieval
Yifei Zhang, Hao Zhu
Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities
Alexander Erdmann, David Joseph Wrisley, Benjamin Allen et al.
AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification
Santosh T.y.s.s, Vishal G, Avirup Saha et al.
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts
Peng Shi, Jinfeng Rao, Jimmy Lin
Sequential Attention with Keyword Mask Model for Community-based Question Answering
Jianxin Yang, Wenge Rong, Libin Shi et al.
Partial Or Complete, That’s The Question
Qiang Ning, Hangfeng He, Chuchu Fan et al.
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen et al.