Papers
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning
Lifu Huang, Ronan Le Bras, Chandra Bhagavatula et al.
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
Haitian Sun, Tania Bedrax-Weiss, William Cohen
Tree-structured Decoding for Solving Math Word Problems
Qianying Liu, Wenyv Guan, Sujian Li et al.
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference
Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content
Sepideh Mesbah, Jie Yang, Robert-Jan Sips et al.
Identifying Predictive Causal Factors from News Streams
Ananth Balashankar, Sunandan Chakraborty, Samuel Fraiberger et al.
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization
Yingchi Liu, Quanzhi Li, Marika Cifor et al.
The Myth of Double-Blind Review Revisited: ACL vs. EMNLP
Cornelia Caragea, Ana Uban, Liviu P. Dinu
Predicting Discourse Structure using Distant Supervision from Sentiment
Patrick Huber, Giuseppe Carenini
Weak Supervision for Learning Discourse Structure
Sonia Badene, Kate Thompson, Jean-Pierre Lorré et al.
Neural Generative Rhetorical Structure Parsing
Amandla Mabona, Laura Rimell, Stephen Clark et al.
Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information
Byungkook Oh, Seungmin Seo, Cheolheon Shin et al.
A Unified Neural Coherence Model
Han Cheol Moon, Tasnim Mohiuddin, Shafiq Joty et al.
Negative Focus Detection via Contextual Attention Mechanism
Longxiang Shen, Bowei Zou, Yu Hong et al.
Modeling Color Terminology Across Thousands of Languages
Arya D. McCarthy, Winston Wu, Aaron Mueller et al.
How well do NLI models capture verb veridicality?
Alexis Ross, Ellie Pavlick
Modelling the interplay of metaphor and emotion through multitask learning
Verna Dankers, Marek Rei, Martha Lewis et al.
Cross-lingual Semantic Specialization via Lexical Relation Induction
Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš et al.
A Deep Factorization of Style and Structure in Fonts
Nikita Srivatsan, Jonathan Barron, Dan Klein et al.
Show Your Work: Improved Reporting of Experimental Results
Jesse Dodge, Suchin Gururangan, Dallas Card et al.
Adaptively Sparse Transformers
Gonçalo M. Correia, Vlad Niculae, André F. T. Martins
To Annotate or Not? Predicting Performance Drop under Domain Shift
Hady Elsahar, Matthias Gallé
Universal Adversarial Triggers for Attacking and Analyzing NLP
Eric Wallace, Shi Feng, Nikhil Kandpal et al.
TIGEr: Text-to-Image Grounding for Image Caption Evaluation
Ming Jiang, Qiuyuan Huang, Lei Zhang et al.
Fusion of Detected Objects in Text for Visual Question Answering
Chris Alberti, Jeffrey Ling, Michael Collins et al.