Papers
Topic Identification and Discovery on Text and Speech
Chandler May, Francis Ferraro, Alan McCree et al.
Humor Recognition and Humor Anchor Extraction
Diyi Yang, Alon Lavie, Chris Dyer et al.
Co-Training for Topic Classification of Scholarly Data
Cornelia Caragea, Florin Bulgarov, Rada Mihalcea
Social Media Text Classification under Negative Covariate Shift
Geli Fei, Bing Liu
Verbal and Nonverbal Clues for Real-life Deception Detection
Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea et al.
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Pengfei Liu, Xipeng Qiu, Xinchi Chen et al.
Discriminative Neural Sentence Modeling by Tree-Based Convolution
Lili Mou, Hao Peng, Ge Li et al.
When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li, Thang Luong, Dan Jurafsky et al.
Can Symbol Grounding Improve Low-Level NLP? Word Segmentation as a Case Study
Hirotaka Kameko, Shinsuke Mori, Yoshimasa Tsuruoka
Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model
Hajime Morita, Daisuke Kawahara, Sadao Kurohashi
Automatic Diacritics Restoration for Hungarian
Attila Novák, Borbála Siklósi
Arabic Diacritization with Recurrent Neural Networks
Yonatan Belinkov, James Glass
Transducer Disambiguation with Sparse Topological Features
Gonzalo Iglesias, Adrià de Gispert, Bill Byrne
Joint Lemmatization and Morphological Tagging with Lemming
Thomas Müller, Ryan Cotterell, Alexander Fraser et al.
Adapting Coreference Resolution for Narrative Processing
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Discourse Element Identification in Student Essays based on Global and Local Cohesion
Wei Song, Ruiji Fu, Lizhen Liu et al.
Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments
Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura et al.
Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems
Ryuichiro Higashinaka, Masahiro Mizukami, Kotaro Funakoshi et al.
On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse
Judith Eckle-Kohler, Roland Kluge, Iryna Gurevych
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition
Biao Zhang, Jinsong Su, Deyi Xiong et al.
Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia
Seokhwan Kim, Rafael E. Banchs, Haizhou Li
Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations
Yangfeng Ji, Gongbo Zhang, Jacob Eisenstein
Better Document-level Sentiment Analysis from RST Discourse Parsing
Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein
Comparing Word Representations for Implicit Discourse Relation Classification
Chloé Braud, Pascal Denis
Estimation of Discourse Segmentation Labels from Crowd Data
Ziheng Huang, Jialu Zhong, Rebecca J. Passonneau