Papers
Cascading Multiway Attentions for Document-level Sentiment Classification
Dehong Ma, Sujian Li, Xiaodong Zhang et al.
Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features
Marc Schulder, Michael Wiegand, Josef Ruppenhofer et al.
Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks
Shikib Mehri, Giuseppe Carenini
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models
Yi Luan, Chris Brockett, Bill Dolan et al.
Lightly-Supervised Modeling of Argument Persuasiveness
Isaac Persing, Vincent Ng
Leveraging Discourse Information Effectively for Authorship Attribution
Elisa Ferracane, Su Wang, Raymond Mooney
Neuramanteau: A Neural Network Ensemble Model for Lexical Blends
Kollol Das, Shaona Ghosh
Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding
Quan Tran, Andrew MacKinlay, Antonio Jimeno Yepes
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields
Fei Liu, Timothy Baldwin, Trevor Cohn
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising
Yiping Jin, Dittaya Wanvarie, Phu Le
Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification
Huy Thanh Nguyen, Minh Le Nguyen
Graph Based Sentiment Aggregation using ConceptNet Ontology
Srikanth Tamilselvam, Seema Nagar, Abhijit Mishra et al.
Implicit Syntactic Features for Target-dependent Sentiment Analysis
Yuze Gao, Yue Zhang, Tong Xiao
Cross-Lingual Sentiment Analysis Without (Good) Translation
Mohamed Abdalla, Graeme Hirst
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification
Yizhong Wang, Sujian Li, Jingfeng Yang et al.
Using Explicit Discourse Connectives in Translation for Implicit Discourse Relation Classification
Wei Shi, Frances Yung, Raphael Rubino et al.
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse
Sosuke Kobayashi, Naoaki Okazaki, Kentaro Inui
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan et al.
Attentive Language Models
Giancarlo Salton, Robert Ross, John Kelleher
Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing
Andros Tjandra, Sakriani Sakti, Satoshi Nakamura
Reusing Neural Speech Representations for Auditory Emotion Recognition
Egor Lakomkin, Cornelius Weber, Sven Magg et al.
WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition
Abbas Ghaddar, Phillippe Langlais
Between Reading Time and Syntactic/Semantic Categories
Masayuki Asahara, Sachi Kato
Identifying Usage Expression Sentences in Consumer Product Reviews
Shibamouli Lahiri, V. G. Vinod Vydiswaran, Rada Mihalcea