| 2018 | Learning Domain Representation for Multi-Domain Sentiment Classification. | Qi Liu, Yue Zhang, Jiangming Liu |
| 2018 | Parsing Tweets into Universal Dependencies. | Yijia Liu, Yi Zhu, Wanxiang Che, Bing Qin, Nathan Schneider, Noah A. Smith |
| 2018 | Mining Evidences for Concept Stock Recommendation. | Qi Liu, Yue Zhang |
| 2018 | Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. | Bing Liu, Gkhan Tr, Dilek Hakkani-Tr, Pararth Shah, Larry P. Heck |
| 2018 | RiskFinder: A Sentence-level Risk Detector for Financial Reports. | Yu-Wen Liu, Liang-Chih Liu, Chuan-Ju Wang, Ming-Feng Tsai |
| 2018 | Handling Homographs in Neural Machine Translation. | Frederick Liu, Han Lu, Graham Neubig |
| 2018 | End-to-End Learning of Task-Oriented Dialogs. | Bing Liu, Ian R. Lane |
| 2018 | Binarized LSTM Language Model. | Xuan Liu, Di Cao, Kai Yu |
| 2018 | Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis. | Fei Liu, Trevor Cohn, Timothy Baldwin |
| 2018 | Neural Particle Smoothing for Sampling from Conditional Sequence Models. | Chu-Cheng Lin, Jason Eisner |
| 2018 | Target Foresight Based Attention for Neural Machine Translation. | Xintong Li, Lemao Liu, Zhaopeng Tu, Shuming Shi, Max Meng |
| 2018 | Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer. | Juncen Li, Robin Jia, He He, Percy Liang |
| 2018 | What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training. | Yitong Li, Timothy Baldwin, Trevor Cohn |
| 2018 | A Meaning-Based Statistical English Math Word Problem Solver. | Chao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin, Keh-Yih Su |
| 2018 | CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities. | Yiyun Liang, Zhucheng Tu, Laetitia Huang, Jimmy Lin |
| 2018 | Linguistic Cues to Deception and Perceived Deception in Interview Dialogues. | Sarah Ita Levitan, Angel Maredia, Julia Hirschberg |
| 2018 | Higher-Order Coreference Resolution with Coarse-to-Fine Inference. | Kenton Lee, Luheng He, Luke Zettlemoyer |
| 2018 | Using Classifier Features to Determine Language Transfer on Morphemes. | Alexandra Lavrentovich |
| 2018 | Character-Based Neural Networks for Sentence Pair Modeling. | Wuwei Lan, Wei Xu |
| 2018 | Japanese Predicate Conjugation for Neural Machine Translation. | Michiki Kurosawa, Yukio Matsumura, Hayahide Yamagishi, Mamoru Komachi |
| 2018 | Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis. | Abhishek Kumar, Daisuke Kawahara, Sadao Kurohashi |
| 2018 | An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols. | Chaitanya Kulkarni, Wei Xu, Alan Ritter, Raghu Machiraju |
| 2018 | Simple Models for Word Formation in Slang. | Vivek Kulkarni, William Yang Wang |
| 2018 | Simplification Using Paraphrases and Context-Based Lexical Substitution. | Reno Kriz, Eleni Miltsakaki, Marianna Apidianaki, Chris Callison-Burch |
| 2018 | Generating Topic-Oriented Summaries Using Neural Attention. | Kundan Krishna, Balaji Vasan Srinivasan |