Papers
Gated Multi-Task Network for Text Classification
Liqiang Xiao, Honglun Zhang, Wenqing Chen
Evaluating Historical Text Normalization Systems: How Well Do They Generalize?
Alexander Robertson, Sharon Goldwater
Feudal Reinforcement Learning for Dialogue Management in Large Domains
Iñigo Casanueva, Paweł Budzianowski, Pei-Hao Su et al.
Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts
Annie Louis, Charles Sutton
Detecting Linguistic Characteristics of Alzheimer’s Dementia by Interpreting Neural Models
Sweta Karlekar, Tong Niu, Mohit Bansal
Non-Projective Dependency Parsing with Non-Local Transitions
Daniel Fernández-González, Carlos Gómez-Rodríguez
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
Kenton Lee, Luheng He, Luke Zettlemoyer
Multimodal Emoji Prediction
Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano et al.
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes
Snigdha Chaturvedi, Shashank Srivastava, Dan Roth
Unsupervised Keyphrase Extraction with Multipartite Graphs
Florian Boudin
Pruning Basic Elements for Better Automatic Evaluation of Summaries
Ukyo Honda, Tsutomu Hirao, Masaaki Nagata
Objective Function Learning to Match Human Judgements for Optimization-Based Summarization
Maxime Peyrard, Iryna Gurevych
Multi-Reward Reinforced Summarization with Saliency and Entailment
Ramakanth Pasunuru, Mohit Bansal
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
Lucie-Aimée Kaffee, Hady Elsahar, Pavlos Vougiouklis et al.
Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings
Debanjan Mahata, John Kuriakose, Rajiv Ratn Shah et al.
Effective Crowdsourcing for a New Type of Summarization Task
Youxuan Jiang, Catherine Finegan-Dollak, Jonathan K. Kummerfeld et al.
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization
Parag Jain, Anirban Laha, Karthik Sankaranarayanan et al.
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
Arman Cohan, Franck Dernoncourt, Doo Soon Kim et al.
Predicting Foreign Language Usage from English-Only Social Media Posts
Svitlana Volkova, Stephen Ranshous, Lawrence Phillips
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators
Cen Chen, Yinfei Yang, Jun Zhou et al.
Community Member Retrieval on Social Media Using Textual Information
Aaron Jaech, Shobhit Hathi, Mari Ostendorf
TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation
Tao Yu, Zifan Li, Zilin Zhang et al.
Simple and Effective Semi-Supervised Question Answering
Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal
Robust Machine Comprehension Models via Adversarial Training
Yicheng Wang, Mohit Bansal
Leveraging Context Information for Natural Question Generation
Linfeng Song, Zhiguo Wang, Wael Hamza et al.