Papers
An Empirical Study on the Effect of Negation Words on Sentiment
Xiaodan Zhu, Hongyu Guo, Saif Mohammad et al.
Max-Margin Tensor Neural Network for Chinese Word Segmentation
Wenzhe Pei, Tao Ge, Baobao Chang
Modelling function words improves unsupervised word segmentation
Mark Johnson, Anne Christophe, Emmanuel Dupoux et al.
Learning to Automatically Solve Algebra Word Problems
Nate Kushman, Yoav Artzi, Luke Zettlemoyer et al.
Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models
Jey Han Lau, Paul Cook, Diana McCarthy et al.
Metaphor Detection with Cross-Lingual Model Transfer
Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman et al.
Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors
Marco Baroni, Georgiana Dinu, Germán Kruszewski
Less Grammar, More Features
David Hall, Greg Durrett, Dan Klein
Shift-Reduce CCG Parsing with a Dependency Model
Wenduan Xu, Stephen Clark, Yue Zhang
Sparser, Better, Faster GPU Parsing
David Hall, Taylor Berg-Kirkpatrick, Dan Klein
Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees
Yuan Zhang, Tao Lei, Regina Barzilay et al.
Inferring User Political Preferences from Streaming Communications
Svitlana Volkova, Glen Coppersmith, Benjamin Van Durme
The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter
Chenhao Tan, Lillian Lee, Bo Pang
Weakly Supervised User Profile Extraction from Twitter
Jiwei Li, Alan Ritter, Eduard Hovy
Unsupervised Solution Post Identification from Discussion Forums
Deepak P, Karthik Visweswariah
Tagging The Web: Building A Robust Web Tagger with Neural Network
Ji Ma, Yue Zhang, Jingbo Zhu
Learning Topic Representation for SMT with Neural Networks
Lei Cui, Dongdong Zhang, Shujie Liu et al.
Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation
Shixiang Lu, Zhenbiao Chen, Bo Xu
Bilingually-constrained Phrase Embeddings for Machine Translation
Jiajun Zhang, Shujie Liu, Mu Li et al.
Lattice Desegmentation for Statistical Machine Translation
Mohammad Salameh, Colin Cherry, Grzegorz Kondrak
A practical and linguistically-motivated approach to compositional distributional semantics
Denis Paperno, Nghia The Pham, Marco Baroni
Logical Inference on Dependency-based Compositional Semantics
Ran Tian, Yusuke Miyao, Takuya Matsuzaki
Simple Negation Scope Resolution through Deep Parsing: A Semantic Solution to a Semantic Problem
Woodley Packard, Emily M. Bender, Jonathon Read et al.
Multilingual Models for Compositional Distributed Semantics
Karl Moritz Hermann, Phil Blunsom
Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features
Anders Björkelund, Jonas Kuhn