| 2018 | DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. | Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri |
| 2018 | An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data. | Spandana Gella, Frank Keller |
| 2018 | Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System. | Judith Gaspers, Penny Karanasou, Rajen Chatterjee |
| 2018 | Deep Learning Approaches to Text Production. | Claire Gardent, Shashi Narayan |
| 2018 | Efficient Sequence Learning with Group Recurrent Networks. | Fei Gao, Lijun Wu, Li Zhao, Tao Qin, Xueqi Cheng, Tie-Yan Liu |
| 2018 | What we need to learn if we want to do and not just talk. | Rashmi Gangadharaiah, Balakrishnan Narayanaswamy, Charles Elkan |
| 2018 | What's Going On in Neural Constituency Parsers? An Analysis. | David Gaddy, Mitchell Stern, Dan Klein |
| 2018 | Natural Answer Generation with Heterogeneous Memory. | Yao Fu, Yansong Feng |
| 2018 | Unified Pragmatic Models for Generating and Following Instructions. | Daniel Fried, Jacob Andreas, Dan Klein |
| 2018 | Personalized neural language models for real-world query auto completion. | Nicolas Fiorini, Zhiyong Lu |
| 2018 | From dictations to clinical reports using machine translation. | Greg Finley, Wael Salloum, Najmeh Sadoughi, Erik Edwards, Amanda Robinson, Nico Axtmann, Michael Brenndoerfer, Mark Miller, David Suendermann-Oeft |
| 2018 | An automated medical scribe for documenting clinical encounters. | Greg Finley, Erik Edwards, Amanda Robinson, Michael Brenndoerfer, Najmeh Sadoughi, James Fone, Nico Axtmann, Mark Miller, David Suendermann-Oeft |
| 2018 | Non-Projective Dependency Parsing with Non-Local Transitions. | Daniel Fernndez-Gonzlez, Carlos Gmez-Rodrguez |
| 2018 | A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing. | Daniel Fernndez-Gonzlez, Carlos Gmez-Rodrguez |
| 2018 | Semi-Supervised Event Extraction with Paraphrase Clusters. | James Ferguson, Colin Lockard, Daniel S. Weld, Hannaneh Hajishirzi |
| 2018 | Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input. | Youmna Farag, Helen Yannakoudakis, Ted Briscoe |
| 2018 | Sounding Board: A User-Centric and Content-Driven Social Chatbot. | Hao Fang, Hao Cheng, Maarten Sap, Elizabeth Clark, Ari Holtzman, Yejin Choi, Noah A. Smith, Mari Ostendorf |
| 2018 | Igbo Diacritic Restoration using Embedding Models. | Ignatius Ezeani, Mark Hepple, Ikechukwu E. Onyenwe, Enemouh Chioma |
| 2018 | A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge. | Ali Emami, Adam Trischler, Kaheer Suleman, Jackie Chi Kit Cheung |
| 2018 | Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types. | Hady ElSahar, Christophe Gravier, Frdrique Laforest |
| 2018 | Document-based Recommender System for Job Postings using Dense Representations. | Ahmed Elsafty, Martin Riedl, Chris Biemann |
| 2018 | Classical Structured Prediction Losses for Sequence to Sequence Learning. | Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato |
| 2018 | Exploring the Role of Prior Beliefs for Argument Persuasion. | Esin Durmus, Claire Cardie |
| 2018 | Learning Sentence Representations over Tree Structures for Target-Dependent Classification. | Junwen Duan, Xiao Ding, Ting Liu |
| 2018 | Mittens: an Extension of GloVe for Learning Domain-Specialized Representations. | Nicholas Dingwall, Christopher Potts |