Papers
Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization
Chen Li, Yang Liu, Lin Zhao
Sentiment after Translation: A Case-Study on Arabic Social Media Posts
Mohammad Salameh, Saif Mohammad, Svetlana Kiritchenko
Grounded Semantic Parsing for Complex Knowledge Extraction
Ankur P. Parikh, Hoifung Poon, Kristina Toutanova
Is Your Anchor Going Up or Down? Fast and Accurate Supervised Topic Models
Thang Nguyen, Jordan Boyd-Graber, Jeffrey Lund et al.
The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition
Colin Cherry, Hongyu Guo
Incorporating Word Correlation Knowledge into Topic Modeling
Pengtao Xie, Diyi Yang, Eric Xing
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances
José G. C. de Souza, Hamed Zamani, Matteo Negri et al.
Cost Optimization in Crowdsourcing Translation: Low cost translations made even cheaper
Mingkun Gao, Wei Xu, Chris Callison-Burch
Subsentential Sentiment on a Shoestring: A Crosslingual Analysis of Compositional Classification
Michael Haas, Yannick Versley
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models
Sujay Kumar Jauhar, Chris Dyer, Eduard Hovy
Unsupervised Multi-Domain Adaptation with Feature Embeddings
Yi Yang, Jacob Eisenstein
A Linear-Time Transition System for Crossing Interval Trees
Emily Pitler, Ryan McDonald
Unsupervised Dependency Parsing: Let’s Use Supervised Parsers
Phong Le, Willem Zuidema
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data
Ander Intxaurrondo, Eneko Agirre, Oier Lopez de Lacalle et al.
Expanding Paraphrase Lexicons by Exploiting Lexical Variants
Atsushi Fujita, Pierre Isabelle
Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding
Yun-Nung Chen, William Yang Wang, Alexander Rudnicky
Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data
Tomer Levinboim, Ashish Vaswani, David Chiang
Constraint-Based Models of Lexical Borrowing
Yulia Tsvetkov, Waleed Ammar, Chris Dyer
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval
Jerome White, Douglas Oard, Aren Jansen et al.
Towards a standard evaluation method for grammatical error detection and correction
Mariano Felice, Ted Briscoe
NASARI: a Novel Approach to a Semantically-Aware Representation of Items
José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli
Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi, Benjamin Van Durme, Raman Arora
LCCT: A Semi-supervised Model for Sentiment Classification
Min Yang, Wenting Tu, Ziyu Lu et al.
English orthography is not “close to optimal”
Garrett Nicolai, Grzegorz Kondrak
Robust Morphological Tagging with Word Representations
Thomas Müller, Hinrich Schuetze