Papers
Learning from Implicit Information in Natural Language Instructions for Robotic Manipulations
Ozan Arkan Can, Pedro Zuidberg Dos Martires, Andreas Persson et al.
Learning Hierarchical Discourse-level Structure for Fake News Detection
Hamid Karimi, Jiliang Tang
Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach
Nicolas Pröllochs, Stefan Feuerriegel, Dirk Neumann
Learning Multilingual Word Embeddings Using Image-Text Data
Karan Singhal, Karthik Raman, Balder ten Cate
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification
Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova
Learning Relational Representations by Analogy using Hierarchical Siamese Networks
Gaetano Rossiello, Alfio Gliozzo, Robert Farrell et al.
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
Jianmo Ni, Chenguang Zhu, Weizhu Chen et al.
Learning to Decipher Hate Symbols
Jing Qian, Mai ElSherief, Elizabeth Belding et al.
Learning to Denoise Distantly-Labeled Data for Entity Typing
Yasumasa Onoe, Greg Durrett
Learning to Describe Unknown Phrases with Local and Global Contexts
Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga et al.
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout
Hao Tan, Licheng Yu, Mohit Bansal
Learning to Respond to Mixed-code Queries using Bilingual Word Embeddings
Chia-Fang Ho, Jason Chang, Jhih-Jie Chen et al.
Learning to Stop in Structured Prediction for Neural Machine Translation
Mingbo Ma, Renjie Zheng, Liang Huang
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs
Geert Heyman, Bregt Verreet, Ivan Vulić et al.
Learning When Not to Answer: a Ternary Reward Structure for Reinforcement Learning Based Question Answering
Fréderic Godin, Anjishnu Kumar, Arpit Mittal
Left-to-Right Dependency Parsing with Pointer Networks
Daniel Fernández-González, Carlos Gómez-Rodríguez
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments
Jerrold Soh, How Khang Lim, Ian Ernst Chai
Legal Linking: Citation Resolution and Suggestion in Constitutional Law
Robert Shaffer, Stephen Mayhew
Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms
Diyi Yang, Jiaao Chen, Zichao Yang et al.
Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data
Fahad AlGhamdi, Mona Diab
Lightly-supervised Representation Learning with Global Interpretability
Andrew Zupon, Maria Alexeeva, Marco A. Valenzuela-Escárcega et al.
Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation
Wei-Jen Ko, Greg Durrett, Junyi Jessy Li
Linguistic Analysis of Schizophrenia in Reddit Posts
Jonathan Zomick, Sarah Ita Levitan, Mark Serper
Linguistic Knowledge and Transferability of Contextual Representations
Nelson F. Liu, Matt Gardner, Yonatan Belinkov et al.