Papers
Incorporating Copying Mechanism in Sequence-to-Sequence Learning
Jiatao Gu, Zhengdong Lu, Hang Li et al.
Deep Reinforcement Learning with a Natural Language Action Space
Ji He, Jianshu Chen, Xiaodong He et al.
Learning Structured Predictors from Bandit Feedback for Interactive NLP
Artem Sokolov, Julia Kreutzer, Christopher Lo et al.
Discovery of Treatments from Text Corpora
Christian Fong, Justin Grimmer
Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM
Ivan Habernal, Iryna Gurevych
Prototype Synthesis for Model Laws
Matthew Burgess, Eugenia Giraudy, Eytan Adar
Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast
Svitlana Volkova, Yoram Bachrach
Stack-propagation: Improved Representation Learning for Syntax
Yuan Zhang, David Weiss
Optimizing Spectral Learning for Parsing
Shashi Narayan, Shay B. Cohen
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
Daniel Hewlett, Alexandre Lacoste, Llion Jones et al.
The LAMBADA dataset: Word prediction requiring a broad discourse context
Denis Paperno, Germán Kruszewski, Angeliki Lazaridou et al.
LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning
Andrew Bennett, Timothy Baldwin, Jey Han Lau et al.
Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long
Alakananda Vempala, Eduardo Blanco
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
William L. Hamilton, Jure Leskovec, Dan Jurafsky
Investigating Language Universal and Specific Properties in Word Embeddings
Peng Qian, Xipeng Qiu, Xuanjing Huang
A Fast Unified Model for Parsing and Sentence Understanding
Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi et al.
Simpler Context-Dependent Logical Forms via Model Projections
Reginald Long, Panupong Pasupat, Percy Liang
Commonsense Knowledge Base Completion
Xiang Li, Aynaz Taheri, Lifu Tu et al.
Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text
Kristina Toutanova, Xi Victoria Lin, Wen-tau Yih et al.
Identifying Causal Relations Using Parallel Wikipedia Articles
Christopher Hidey, Kathy McKeown
Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields
Jingwei Zhuo, Yong Cao, Jun Zhu et al.
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
Xinjie Zhou, Xiaojun Wan, Jianguo Xiao
A Search-Based Dynamic Reranking Model for Dependency Parsing
Hao Zhou, Yue Zhang, Shujian Huang et al.
Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network
Zhisong Zhang, Hai Zhao, Lianhui Qin
A Continuous Space Rule Selection Model for Syntax-based Statistical Machine Translation
Jingyi Zhang, Masao Utiyama, Eiichro Sumita et al.