Papers
Equation Parsing : Mapping Sentences to Grounded Equations
Subhro Roy, Shyam Upadhyay, Dan Roth
Semantic Parsing with Semi-Supervised Sequential Autoencoders
Tomáš Kočiský, Gábor Melis, Edward Grefenstette et al.
Automatic Features for Essay Scoring – An Empirical Study
Fei Dong, Yue Zhang
SimpleScience: Lexical Simplification of Scientific Terminology
Yea-Seul Kim, Jessica Hullman, Matthew Burgess et al.
Robust Gram Embeddings
Taygun Kekeç, David M. J. Tax
Neural Headline Generation on Abstract Meaning Representation
Sho Takase, Jun Suzuki, Naoaki Okazaki et al.
A Neural Network Architecture for Multilingual Punctuation Generation
Miguel Ballesteros, Leo Wanner
Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems
Dario Bertero, Farhad Bin Siddique, Chien-Sheng Wu et al.
Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts
Masashi Yoshikawa, Hiroyuki Shindo, Yuji Matsumoto
Characterizing the Language of Online Communities and its Relation to Community Reception
Trang Tran, Mari Ostendorf
Fluency detection on communication networks
Tom Lippincott, Benjamin Van Durme
The Gun Violence Database: A new task and data set for NLP
Ellie Pavlick, Heng Ji, Xiaoman Pan et al.
Weakly Supervised Tweet Stance Classification by Relational Bootstrapping
Javid Ebrahimi, Dejing Dou, Daniel Lowd
Are Word Embedding-based Features Useful for Sarcasm Detection?
Aditya Joshi, Vaibhav Tripathi, Kevin Patel et al.
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder, Parsa Ghaffari, John G. Breslin
Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages
Alan Akbik, Vishwajeet Kumar, Yunyao Li
Numerically Grounded Language Models for Semantic Error Correction
Georgios Spithourakis, Isabelle Augenstein, Sebastian Riedel
Multi-Granularity Chinese Word Embedding
Rongchao Yin, Quan Wang, Peng Li et al.
The Effects of Data Size and Frequency Range on Distributional Semantic Models
Magnus Sahlgren, Alessandro Lenci
Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network
Peng Shi, Zhiyang Teng, Yue Zhang
Neural Morphological Analysis: Encoding-Decoding Canonical Segments
Katharina Kann, Ryan Cotterell, Hinrich Schütze
Coverage Embedding Models for Neural Machine Translation
Haitao Mi, Baskaran Sankaran, Zhiguo Wang et al.
A General Regularization Framework for Domain Adaptation
Wei Lu, Hai Leong Chieu, Jonathan Löfgren
Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling
Ehsan Shareghi, Trevor Cohn, Gholamreza Haffari
Recurrent Residual Learning for Sequence Classification
Yiren Wang, Fei Tian