| 2018 | Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data. | Haibo Ding, Ellen Riloff |
| 2018 | Simple and Effective Semi-Supervised Question Answering. | Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal |
| 2018 | Neural Models for Reasoning over Multiple Mentions Using Coreference. | Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov |
| 2018 | The Emergence of Semantics in Neural Network Representations of Visual Information. | Dhanush Dharmaretnam, Alona Fyshe |
| 2018 | Read and Comprehend by Gated-Attention Reader with More Belief. | Haohui Deng, Yik-Cheung Tam |
| 2018 | Decision Conversations Decoded. | La A. Deleris, Debasis Ganguly, Killian Levacher, Martin Stephenson, Francesca Bonin |
| 2018 | Know Who Your Friends Are: Understanding Social Connections from Unstructured Text. | La A. Deleris, Francesca Bonin, Elizabeth Daly, Stphane Deparis, Yufang Hou, Charles Jochim, Yassine Lassoued, Killian Levacher |
| 2018 | Cross-Lingual Abstract Meaning Representation Parsing. | Marco Damonte, Shay B. Cohen |
| 2018 | Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension. | Bhavana Dalvi, Lifu Huang, Niket Tandon, Wen-tau Yih, Peter Clark |
| 2018 | Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation. | Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel |
| 2018 | Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph. | Zeyu Dai, Ruihong Huang |
| 2018 | Are All Languages Equally Hard to Language-Model? | Ryan Cotterell, S. J. Mielke, Jason Eisner, Brian Roark |
| 2018 | Unsupervised Disambiguation of Syncretism in Inflected Lexicons. | Ryan Cotterell, Christo Kirov, S. J. Mielke, Jason Eisner |
| 2018 | A Deep Generative Model of Vowel Formant Typology. | Ryan Cotterell, Jason Eisner |
| 2018 | The Timing of Lexical Memory Retrievals in Language Production. | Jeremy R. Cole, David Reitter |
| 2018 | Pragmatically Informative Image Captioning with Character-Level Inference. | Reuben Cohn-Gordon, Noah D. Goodman, Christopher Potts |
| 2018 | A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. | Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian |
| 2018 | Comparing Constraints for Taxonomic Organization. | Anne Cocos, Marianna Apidianaki, Chris Callison-Burch |
| 2018 | Frustratingly Easy Meta-Embedding - Computing Meta-Embeddings by Averaging Source Word Embeddings. | Joshua Coates, Danushka Bollegala |
| 2018 | Neural Text Generation in Stories Using Entity Representations as Context. | Elizabeth Clark, Yangfeng Ji, Noah A. Smith |
| 2018 | Visual Referring Expression Recognition: What Do Systems Actually Learn? | Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick |
| 2018 | Supervised and Unsupervised Transfer Learning for Question Answering. | Yu-An Chung, Hung-yi Lee, James R. Glass |
| 2018 | Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations. | Prafulla Kumar Choubey, Kaushik Raju, Ruihong Huang |
| 2018 | Reference-less Measure of Faithfulness for Grammatical Error Correction. | Leshem Choshen, Omri Abend |
| 2018 | SystemT: Declarative Text Understanding for Enterprise. | Laura Chiticariu, Marina Danilevsky, Yunyao Li, Frederick Reiss, Huaiyu Zhu |