Papers
Simplifying Lexical Simplification: Do We Need Simplified Corpora?
Goran Glavaš, Sanja Štajner
Domain-Specific Paraphrase Extraction
Ellie Pavlick, Juri Ganitkevitch, Tsz Ping Chan et al.
Using Tweets to Help Sentence Compression for News Highlights Generation
Zhongyu Wei, Yang Liu, Chen Li et al.
Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews
Yinfei Yang, Yaowei Yan, Minghui Qiu et al.
Semi-Stacking for Semi-supervised Sentiment Classification
Shoushan Li, Lei Huang, Jingjing Wang et al.
A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
Nghia The Pham, Angeliki Lazaridou, Marco Baroni
Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
Tao Chen, Ruifeng Xu, Yulan He et al.
On metric embedding for boosting semantic similarity computations
Julien Subercaze, Christophe Gravier, Frederique Laforest
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets
José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
Sascha Rothe, Hinrich Schütze
Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study
Zhenghua Li, Jiayuan Chao, Min Zhang et al.
Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models
Kei Uchiumi, Hiroshi Tsukahara, Daichi Mochihashi
Tracking unbounded Topic Streams
Dominik Wurzer, Victor Lavrenko, Miles Osborne
An analysis of the user occupational class through Twitter content
Daniel Preoţiuc-Pietro, Vasileios Lampos, Nikolaos Aletras
Gated Recursive Neural Network for Chinese Word Segmentation
Xinchi Chen, Xipeng Qiu, Chenxi Zhu et al.
Accurate Linear-Time Chinese Word Segmentation via Embedding Matching
Jianqiang Ma, Erhard Hinrichs
Multi-Task Learning for Multiple Language Translation
Daxiang Dong, Hua Wu, Wei He et al.
Inverted indexing for cross-lingual NLP
Anders Søgaard, Željko Agić, Héctor Martínez Alonso et al.
Text Categorization as a Graph Classification Problem
François Rousseau, Emmanouil Kiagias, Michalis Vazirgiannis
SOLAR: Scalable Online Learning Algorithms for Ranking
Jialei Wang, Ji Wan, Yongdong Zhang et al.
Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber et al.