Papers
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification
Ye Zhang, Stephen Roller, Byron C. Wallace
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents
Rui Zhang, Honglak Lee, Dragomir R. Radev
Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi, Kaisheng Yao, Le Tian et al.
Dependency Based Embeddings for Sentence Classification Tasks
Alexandros Komninos, Suresh Manandhar
Hierarchical Attention Networks for Document Classification
Zichao Yang, Diyi Yang, Chris Dyer et al.
Unsupervised Learning of Prototypical Fillers for Implicit Semantic Role Labeling
Niko Schenk, Christian Chiarcos
Clustering Paraphrases by Word Sense
Anne Cocos, Chris Callison-Burch
Activity Modeling in Email
Ashequl Qadir, Michael Gamon, Patrick Pantel et al.
Learning Natural Language Inference with LSTM
Shuohang Wang, Jing Jiang
Automatic Generation and Scoring of Positive Interpretations from Negated Statements
Eduardo Blanco, Zahra Sarabi
Using Context to Predict the Purpose of Argumentative Writing Revisions
Fan Zhang, Diane Litman
Lexical Coherence Graph Modeling Using Word Embeddings
Mohsen Mesgar, Michael Strube
A Study of the Impact of Persuasive Argumentation in Political Debates
Amparo Elizabeth Cano-Basave, Yulan He
Cross-Domain Mining of Argumentative Text through Distant Supervision
Khalid Al-Khatib, Henning Wachsmuth, Matthias Hagen et al.
End-to-End Argumentation Mining in Student Essays
Isaac Persing, Vincent Ng
Retrofitting Sense-Specific Word Vectors Using Parallel Text
Allyson Ettinger, Philip Resnik, Marine Carpuat
Learning Distributed Representations of Sentences from Unlabelled Data
Felix Hill, Kyunghyun Cho, Anna Korhonen
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui et al.
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster, Ivan Titov, Gertjan van Noord
Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text
Arnav Sharma, Sakshi Gupta, Raveesh Motlani et al.
Statistical Modeling of Creole Genesis
Yugo Murawaki
Part-of-Speech Tagging for Historical English
Yi Yang, Jacob Eisenstein
Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang, David Gaddy, Regina Barzilay et al.
Multilingual Language Processing From Bytes
Dan Gillick, Cliff Brunk, Oriol Vinyals et al.
This is how we do it: Answer Reranking for Open-domain How Questions with Paragraph Vectors and Minimal Feature Engineering
Dasha Bogdanova, Jennifer Foster