Papers
Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation
Shi Feng, Shujie Liu, Nan Yang et al.
Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling
Jinsong Su, Biao Zhang, Deyi Xiong et al.
A Character-Aware Encoder for Neural Machine Translation
Zhen Yang, Wei Chen, Feng Wang et al.
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification
Prerana Singhal, Pushpak Bhattacharyya
Crowdsourcing Complex Language Resources: Playing to Annotate Dependency Syntax
Bruno Guillaume, Karën Fort, Nicolas Lefebvre
Better call Saul: Flexible Programming for Learning and Inference in NLP
Parisa Kordjamshidi, Daniel Khashabi, Christos Christodoulopoulos et al.
Hashtag Recommendation with Topical Attention-Based LSTM
Yang Li, Ting Liu, Jing Jiang et al.
Combining Heterogeneous User Generated Data to Sense Well-being
Adam Tsakalidis, Maria Liakata, Theo Damoulas et al.
Fast Inference for Interactive Models of Text
Jeffrey Lund, Paul Felt, Kevin Seppi et al.
Political News Sentiment Analysis for Under-resourced Languages
Patrik F. Bakken, Terje A. Bratlie, Cristina Marco et al.
Leveraging Multiple Domains for Sentiment Classification
Fan Yang, Arjun Mukherjee, Yifan Zhang
“All I know about politics is what I read in Twitter”: Weakly Supervised Models for Extracting Politicians’ Stances From Twitter
Kristen Johnson, Dan Goldwasser
What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams
Peter Jansen, Niranjan Balasubramanian, Mihai Surdeanu et al.
Keyphrase Annotation with Graph Co-Ranking
Adrien Bougouin, Florian Boudin, Béatrice Daille
English-Chinese Knowledge Base Translation with Neural Network
Xiaocheng Feng, Duyu Tang, Bing Qin et al.
Neural Paraphrase Generation with Stacked Residual LSTM Networks
Aaditya Prakash, Sadid A. Hasan, Kathy Lee et al.
Modelling Sentence Pairs with Tree-structured Attentive Encoder
Yao Zhou, Cong Liu, Yan Pan
Context-Sensitive Inference Rule Discovery: A Graph-Based Method
Xianpei Han, Le Sun
Modeling Extractive Sentence Intersection via Subtree Entailment
Omer Levy, Ido Dagan, Gabriel Stanovsky et al.
A Paraphrase and Semantic Similarity Detection System for User Generated Short-Text Content on Microblogs
Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition
Lei Sha, Baobao Chang, Zhifang Sui et al.
Parameter estimation of Japanese predicate argument structure analysis model using eye gaze information
Ryosuke Maki, Hitoshi Nishikawa, Takenobu Tokunaga
Distributional Inclusion Hypothesis for Tensor-based Composition
Dimitri Kartsaklis, Mehrnoosh Sadrzadeh
Exploring the value space of attributes: Unsupervised bidirectional clustering of adjectives in German
Wiebke Petersen, Oliver Hellwig
Modeling Context-sensitive Selectional Preference with Distributed Representations
Naoya Inoue, Yuichiroh Matsubayashi, Masayuki Ono et al.