Papers
Enhanced Personalized Search using Social Data
Dong Zhou, Séamus Lawless, Xuan Wu et al.
Identifying Dogmatism in Social Media: Signals and Models
Ethan Fast, Eric Horvitz
AMR Parsing with an Incremental Joint Model
Junsheng Zhou, Feiyu Xu, Hans Uszkoreit et al.
Exploring Semantic Representation in Brain Activity Using Word Embeddings
Yu-Ping Ruan, Zhen-Hua Ling, Yu Hu
WordRank: Learning Word Embeddings via Robust Ranking
Shihao Ji, Hyokun Yun, Pinar Yanardag et al.
Building an Evaluation Scale using Item Response Theory
John P. Lalor, Hao Wu, Hong Yu
Emotion Distribution Learning from Texts
Deyu Zhou, Xuan Zhang, Yin Zhou et al.
Extracting Aspect Specific Opinion Expressions
Abhishek Laddha, Arjun Mukherjee
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier et al.
Attention-based LSTM for Aspect-level Sentiment Classification
Yequan Wang, Minlie Huang, Xiaoyan Zhu et al.
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
William L. Hamilton, Kevin Clark, Jure Leskovec et al.
A Semiparametric Model for Bayesian Reader Identification
Ahmed Abdelwahab, Reinhold Kliegl, Niels Landwehr
Learning to Translate for Multilingual Question Answering
Ferhan Ture, Elizabeth Boschee
On Generating Characteristic-rich Question Sets for QA Evaluation
Yu Su, Huan Sun, Brian Sadler et al.
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng, Li Dong, Mirella Lapata
Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
Huazheng Wang, Fei Tian, Bin Gao et al.
Towards a Convex HMM Surrogate for Word Alignment
Andrei Simion, Michael Collins, Cliff Stein
Variational Neural Machine Translation
Biao Zhang, Deyi Xiong, Jinsong Su et al.
IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations
Naoki Otani, Toshiaki Nakazawa, Daisuke Kawahara et al.
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation
Wenbin Jiang, Wen Zhang, Jinan Xu et al.
Morphological Priors for Probabilistic Neural Word Embeddings
Parminder Bhatia, Robert Guthrie, Jacob Eisenstein
How Transferable are Neural Networks in NLP Applications?
Lili Mou, Zhao Meng, Rui Yan et al.
The Structured Weighted Violations Perceptron Algorithm
Rotem Dror, Roi Reichart
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
Akira Fukui, Dong Huk Park, Daylen Yang et al.
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics
Douwe Kiela, Anita Lilla Verő, Stephen Clark