Papers
Joint Modeling of Content and Discourse Relations in Dialogues
Kechen Qin, Lu Wang, Joseph Kim
Learning a Neural Semantic Parser from User Feedback
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung et al.
An Interpretable Knowledge Transfer Model for Knowledge Base Completion
Qizhe Xie, Xuezhe Ma, Zihang Dai et al.
Semantic Word Clusters Using Signed Spectral Clustering
João Sedoc, Jean Gallier, Dean Foster et al.
Naturalizing a Programming Language via Interactive Learning
Sida I. Wang, Samuel Ginn, Percy Liang et al.
Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees
Arzoo Katiyar, Claire Cardie
Apples to Apples: Learning Semantics of Common Entities Through a Novel Comprehension Task
Omid Bakhshandeh, James Allen
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling
Jeffrey Lund, Connor Cook, Kevin Seppi et al.
A Multidimensional Lexicon for Interpersonal Stancetaking
Umashanthi Pavalanathan, Jim Fitzpatrick, Scott Kiesling et al.
Context-Dependent Sentiment Analysis in User-Generated Videos
Soujanya Poria, Erik Cambria, Devamanyu Hazarika et al.
What do Neural Machine Translation Models Learn about Morphology?
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi et al.
Neural Machine Translation via Binary Code Prediction
Yusuke Oda, Philip Arthur, Graham Neubig et al.
Neural Word Segmentation with Rich Pretraining
Jie Yang, Yue Zhang, Fei Dong
Semantic Dependency Parsing via Book Embedding
Weiwei Sun, Junjie Cao, Xiaojun Wan
A Minimal Span-Based Neural Constituency Parser
Mitchell Stern, Jacob Andreas, Dan Klein
Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability
Saku Sugawara, Yusuke Kido, Hikaru Yokono et al.
Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction
Christopher Bryant, Mariano Felice, Ted Briscoe
Polish evaluation dataset for compositional distributional semantics models
Alina Wróblewska, Katarzyna Krasnowska-Kieraś
Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts
Chenhao Tan, Dallas Card, Noah A. Smith
TextFlow: A Text Similarity Measure based on Continuous Sequences
Yassine Mrabet, Halil Kilicoglu, Dina Demner-Fushman
A Nested Attention Neural Hybrid Model for Grammatical Error Correction
Jianshu Ji, Qinlong Wang, Kristina Toutanova et al.
Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter
Kristen Johnson, Di Jin, Dan Goldwasser
Beyond Binary Labels: Political Ideology Prediction of Twitter Users
Daniel Preoţiuc-Pietro, Ye Liu, Daniel Hopkins et al.
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks
Muhammad Abdul-Mageed, Lyle Ungar
Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning
Jing Ma, Wei Gao, Kam-Fai Wong