Papers
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context
Elliot Schumacher, Maxine Eskenazi, Gwen Frishkoff et al.
A Graph Degeneracy-based Approach to Keyword Extraction
Antoine Tixier, Fragkiskos Malliaros, Michalis Vazirgiannis
Non-Literal Text Reuse in Historical Texts: An Approach to Identify Reuse Transformations and its Application to Bible Reuse
Maria Moritz, Andreas Wiederhold, Barbara Pavlek et al.
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
Ji He, Mari Ostendorf, Xiaodong He et al.
Regularizing Text Categorization with Clusters of Words
Konstantinos Skianis, François Rousseau, Michalis Vazirgiannis
Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data
Zhen Hai, Peilin Zhao, Peng Cheng et al.
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements
Markus Dollmann, Michaela Geierhos
Unsupervised Text Recap Extraction for TV Series
Hongliang Yu, Shikun Zhang, Louis-Philippe Morency
Syntactic Parsing of Web Queries
Xiangyan Sun, Haixun Wang, Yanghua Xiao et al.
Neural Shift-Reduce CCG Semantic Parsing
Dipendra Kumar Misra, Yoav Artzi
An Evaluation of Parser Robustness for Ungrammatical Sentences
Homa B. Hashemi, Rebecca Hwa
LSTM Shift-Reduce CCG Parsing
Wenduan Xu
Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong et al.
Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms
Kian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup
Friends with Motives: Using Text to Infer Influence on SCOTUS
Yanchuan Sim, Bryan Routledge, Noah A. Smith
Universal Decompositional Semantics on Universal Dependencies
Aaron Steven White, Drew Reisinger, Keisuke Sakaguchi et al.
Modelling Interaction of Sentence Pair with Coupled-LSTMs
Pengfei Liu, Xipeng Qiu, Yaqian Zhou et al.
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober, Julie Weeds, Jeremy Reffin et al.
De-Conflated Semantic Representations
Mohammad Taher Pilehvar, Nigel Collier
Deep Neural Networks with Massive Learned Knowledge
Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov et al.
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu, Danlu Chen, Xipeng Qiu et al.
Neural Sentiment Classification with User and Product Attention
Huimin Chen, Maosong Sun, Cunchao Tu et al.
Event-Driven Emotion Cause Extraction with Corpus Construction
Lin Gui, Dongyin Wu, Ruifeng Xu et al.
Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng, Duy-Tin Vo, Yue Zhang
A Theme-Rewriting Approach for Generating Algebra Word Problems
Rik Koncel-Kedziorski, Ioannis Konstas, Luke Zettlemoyer et al.