| 2015 | A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation. Artem Sokolov, Stefan Riezler, Shay B. Cohen |
| 2015 | A Joint Framework for Coreference Resolution and Mention Head Detection. Haoruo Peng, Kai-Wei Chang, Dan Roth |
| 2015 | A Supertag-Context Model for Weakly-Supervised CCG Parser Learning. Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith |
| 2015 | A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing. Xiaochang Peng, Linfeng Song, Daniel Gildea |
| 2015 | AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic. Mohamed Al-Badrashiny, Heba Elfardy, Mona T. Diab |
| 2015 | Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs. Shonosuke Ishiwatari, Nobuhiro Kaji, Naoki Yoshinaga, Masashi Toyoda, Masaru Kitsuregawa |
| 2015 | An Iterative Similarity based Adaptation Technique for Cross-domain Text Classification. Himanshu Sharad Bhatt, Deepali Semwal, Shourya Roy |
| 2015 | Analyzing Optimization for Statistical Machine Translation: MERT Learns Verbosity, PRO Learns Length. Francisco Guzmán, Preslav Nakov, Stephan Vogel |
| 2015 | Annotation Projection-based Representation Learning for Cross-lingual Dependency Parsing. Min Xiao, Yuhong Guo |
| 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 |
| 2015 | Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL. Yevgeni Berzak, Roi Reichart, Boris Katz |
| 2015 | Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data. Long Duong, Trevor Cohn, Steven Bird, Paul Cook |
| 2015 | Cross-lingual syntactic variation over age and gender. Anders Johannsen, Dirk Hovy, Anders Søgaard |
| 2015 | Deep Neural Language Models for Machine Translation. Thang Luong, Michael Kayser, Christopher D. Manning |
| 2015 | Detecting Semantically Equivalent Questions in Online User Forums. Dasha Bogdanova, Cícero Nogueira dos Santos, Luciano Barbosa, Bianca Zadrozny |
| 2015 | Do dependency parsing metrics correlate with human judgments? Barbara Plank, Héctor Martínez Alonso, Zeljko Agic, Danijela Merkler, Anders Søgaard |
| 2015 | Entity Linking Korean Text: An Unsupervised Learning Approach using Semantic Relations. Youngsik Kim, Key-Sun Choi |
| 2015 | Feature Selection for Short Text Classification using Wavelet Packet Transform. Anuj Mahajan, Sharmistha Jat, Shourya Roy |
| 2015 | Finding Opinion Manipulation Trolls in News Community Forums. Todor Mihaylov, Georgi Georgiev, Preslav Nakov |
| 2015 | Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative Training. Majid Yazdani, James Henderson |
| 2015 | Instance Selection Improves Cross-Lingual Model Training for Fine-Grained Sentiment Analysis. Roman Klinger, Philipp Cimiano |
| 2015 | Labeled Morphological Segmentation with Semi-Markov Models. Ryan Cotterell, Thomas Müller, Alexander M. Fraser, Hinrich Schütze |
| 2015 | Learning Adjective Meanings with a Tensor-Based Skip-Gram Model. Jean Maillard, Stephen Clark |
| 2015 | Learning to Exploit Structured Resources for Lexical Inference. Vered Shwartz, Omer Levy, Ido Dagan, Jacob Goldberger |
| 2015 | Linking Entities Across Images and Text. Rebecka Weegar, Kalle Åström, Pierre Nugues |
| 2015 | Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA. Paul Felt, Eric K. Ringger, Jordan L. Boyd-Graber, Kevin D. Seppi |
| 2015 | Model Selection for Type-Supervised Learning with Application to POS Tagging. Kristina Toutanova, Waleed Ammar, Pallavi Choudhury, Hoifung Poon |
| 2015 | Multichannel Variable-Size Convolution for Sentence Classification. Wenpeng Yin, Hinrich Schütze |
| 2015 | One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction. Kaveh Taghipour, Hwee Tou Ng |
| 2015 | Opinion Holder and Target Extraction based on the Induction of Verbal Categories. Michael Wiegand, Josef Ruppenhofer |
| 2015 | Proceedings of the 19th Conference on Computational Natural Language Learning, CoNLL 2015, Beijing, China, July 30-31, 2015 Afra Alishahi, Alessandro Moschitti |
| 2015 | Quantity, Contrast, and Convention in Cross-Situated Language Comprehension. Ian Perera, James F. Allen |
| 2015 | Reading behavior predicts syntactic categories. Maria Barrett, Anders Søgaard |
| 2015 | Recovering Traceability Links in Requirements Documents. Zeheng Li, Mingrui Chen, Liguo Huang, Vincent Ng |
| 2015 | Structural and lexical factors in adjective placement in complex noun phrases across Romance languages. Kristina Gulordava, Paola Merlo |
| 2015 | Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction. Roy Schwartz, Roi Reichart, Ari Rappoport |
| 2015 | Task-Oriented Learning of Word Embeddings for Semantic Relation Classification. Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka |
| 2015 | Temporal Information Extraction from Korean Texts. Young-Seob Jeong, Zae Myung Kim, Hyun-Woo Do, Chae-Gyun Lim, Ho-Jin Choi |
| 2015 | Transition-based Spinal Parsing. Miguel Ballesteros, Xavier Carreras |