Papers
Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection
Jing Qian, Mai ElSherief, Elizabeth Belding et al.
Humor Recognition Using Deep Learning
Peng-Yu Chen, Von-Wun Soo
Annotation Artifacts in Natural Language Inference Data
Suchin Gururangan, Swabha Swayamdipta, Omer Levy et al.
An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols
Chaitanya Kulkarni, Wei Xu, Alan Ritter et al.
A Simple and Effective Approach to the Story Cloze Test
Siddarth Srinivasan, Richa Arora, Mark Riedl
A Corpus of Non-Native Written English Annotated for Metaphor
Beata Beigman Klebanov, Chee Wee (Ben) Leong, Michael Flor
Sentence Simplification with Memory-Augmented Neural Networks
Tu Vu, Baotian Hu, Tsendsuren Munkhdalai et al.
RankME: Reliable Human Ratings for Natural Language Generation
Jekaterina Novikova, Ondřej Dušek, Verena Rieser
Neural Poetry Translation
Marjan Ghazvininejad, Yejin Choi, Kevin Knight
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
Shang-Yu Su, Kai-Ling Lo, Yi-Ting Yeh et al.
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network
Chenliang Li, Weiran Xu, Si Li et al.
Automatic Dialogue Generation with Expressed Emotions
Chenyang Huang, Osmar Zaïane, Amine Trabelsi et al.
Neural Models for Reasoning over Multiple Mentions Using Coreference
Bhuwan Dhingra, Qiao Jin, Zhilin Yang et al.
Multi-Task Learning for Argumentation Mining in Low-Resource Settings
Claudia Schulz, Steffen Eger, Johannes Daxenberger et al.
Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset
Pavithra Rajendran, Danushka Bollegala, Simon Parsons
Integrating Stance Detection and Fact Checking in a Unified Corpus
Ramy Baly, Mitra Mohtarami, James Glass et al.
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
Jieyu Zhao, Tianlu Wang, Mark Yatskar et al.
Gender Bias in Coreference Resolution
Rachel Rudinger, Jason Naradowsky, Brian Leonard et al.
Recurrent Neural Networks as Weighted Language Recognizers
Yining Chen, Sorcha Gilroy, Andreas Maletti et al.
Neural Text Generation in Stories Using Entity Representations as Context
Elizabeth Clark, Yangfeng Ji, Noah A. Smith
Learning to Map Context-Dependent Sentences to Executable Formal Queries
Alane Suhr, Srinivasan Iyer, Yoav Artzi
Deep Contextualized Word Representations
Matthew E. Peters, Mark Neumann, Mohit Iyyer et al.
Stacking with Auxiliary Features for Visual Question Answering
Nazneen Fatema Rajani, Raymond Mooney
Speaker Naming in Movies
Mahmoud Azab, Mingzhe Wang, Max Smith et al.