Papers
Scientific Information Extraction with Semi-supervised Neural Tagging
Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi
MinIE: Minimizing Facts in Open Information Extraction
Kiril Gashteovski, Rainer Gemulla, Luciano del Corro
Deep Joint Entity Disambiguation with Local Neural Attention
Octavian-Eugen Ganea, Thomas Hofmann
Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators
Aldrian Obaja Muis, Wei Lu
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation
Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick et al.
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures
Lifu Huang, Avirup Sil, Heng Ji et al.
Learning Fine-grained Relations from Chinese User Generated Categories
Chengyu Wang, Yan Fan, Xiaofeng He et al.
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation
Carolin Lawrence, Artem Sokolov, Stefan Riezler
Classification of telicity using cross-linguistic annotation projection
Annemarie Friedrich, Damyana Gateva
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić, Nikola Mrkšić, Anna Korhonen
Cheap Translation for Cross-Lingual Named Entity Recognition
Stephen Mayhew, Chen-Tse Tsai, Dan Roth
Learning Language Representations for Typology Prediction
Chaitanya Malaviya, Graham Neubig, Patrick Littell
Identifying Cognate Sets Across Dictionaries of Related Languages
Adam St Arnaud, David Beck, Grzegorz Kondrak
Deciphering Related Languages
Nima Pourdamghani, Kevin Knight
Knowledge Distillation for Bilingual Dictionary Induction
Ndapandula Nakashole, Raphael Flauger
A Challenge Set Approach to Evaluating Machine Translation
Pierre Isabelle, Colin Cherry, George Foster
Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation
Qingsong Ma, Yvette Graham, Timothy Baldwin et al.
Towards Debate Automation: a Recurrent Model for Predicting Debate Winners
Peter Potash, Anna Rumshisky
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning
Lu Chen, Xiang Zhou, Cheng Chang et al.
Deal or No Deal? End-to-End Learning of Negotiation Dialogues
Mike Lewis, Denis Yarats, Yann Dauphin et al.
Does syntax help discourse segmentation? Not so much
Chloé Braud, Ophélie Lacroix, Anders Søgaard
Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings
Bofang Li, Tao Liu, Zhe Zhao et al.
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks
Tao Gui, Qi Zhang, Haoran Huang et al.
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks
Hadi Amiri, Timothy Miller, Guergana Savova