| 2016 | Learning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection. | Meng Fang, Trevor Cohn |
| 2016 | Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data. | Boxing Chen, Fei Huang |
| 2016 | The Virginia Tech System at CoNLL-2016 Shared Task on Shallow Discourse Parsing. | Prashant Chandrasekar, Xuan Zhang, Saurabh Chakravarty, Arijit Ray, John Krulick, Alla Rozovskaya |
| 2016 | Generating Sentences from a Continuous Space. | Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Jzefowicz, Samy Bengio |
| 2016 | Exploring Prediction Uncertainty in Machine Translation Quality Estimation. | Daniel Beck, Lucia Specia, Trevor Cohn |
| 2016 | Learning to Jointly Predict Ellipsis and Comparison Structures. | Omid Bakhshandeh, Alexis Wellwood, James F. Allen |
| 2016 | Modelling Context with User Embeddings for Sarcasm Detection in Social Media. | Silvio Amir, Byron C. Wallace, Hao Lyu, Paula Carvalho, Mrio J. Silva |
| 2015 | Hybrid Approach to PDTB-styled Discourse Parsing for CoNLL-2015. | Yasuhisa Yoshida, Katsuhiko Hayashi, Tsutomu Hirao, Masaaki Nagata |
| 2015 | Multichannel Variable-Size Convolution for Sentence Classification. | Wenpeng Yin, Hinrich Schtze |
| 2015 | Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative Training. | Majid Yazdani, James Henderson |
| 2015 | The CoNLL-2015 Shared Task on Shallow Discourse Parsing. | Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, Rashmi Prasad, Christopher Bryant, Attapol Rutherford |
| 2015 | Annotation Projection-based Representation Learning for Cross-lingual Dependency Parsing. | Min Xiao, Yuhong Guo |
| 2015 | Opinion Holder and Target Extraction based on the Induction of Verbal Categories. | Michael Wiegand, Josef Ruppenhofer |
| 2015 | Linking Entities Across Images and Text. | Rebecka Weegar, Kalle strm, Pierre Nugues |
| 2015 | A Refined End-to-End Discourse Parser. | Jianxiang Wang, Man Lan |
| 2015 | The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense Classification. | Longyue Wang, Chris Hokamp, Tsuyoshi Okita, Xiaojun Zhang, Qun Liu |
| 2015 | Model Selection for Type-Supervised Learning with Application to POS Tagging. | Kristina Toutanova, Waleed Ammar, Pallavi Choudhury, Hoifung Poon |
| 2015 | One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction. | Kaveh Taghipour, Hwee Tou Ng |
| 2015 | A Shallow Discourse Parsing System Based On Maximum Entropy Model. | Jia Sun, Peijia Li, Weiqun Xu, Yonghong Yan |
| 2015 | The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific Models. | Evgeny A. Stepanov, Giuseppe Riccardi, Ali Orkan Bayer |
| 2015 | Improving a Pipeline Architecture for Shallow Discourse Parsing. | Yangqiu Song, Haoruo Peng, Parisa Kordjamshidi, Mark Sammons, Dan Roth |
| 2015 | A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation. | Artem Sokolov, Stefan Riezler, Shay B. Cohen |
| 2015 | Learning to Exploit Structured Resources for Lexical Inference. | Vered Shwartz, Omer Levy, Ido Dagan, Jacob Goldberger |
| 2015 | Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction. | Roy Schwartz, Roi Reichart, Ari Rappoport |
| 2015 | Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks. | Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin |