| 2018 | Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis. | Devamanyu Hazarika, Soujanya Poria, Prateek Vij, Gangeshwar Krishnamurthy, Erik Cambria, Roger Zimmermann |
| 2018 | A Laypeople Study on Terminology Identification across Domains and Task Definitions. | Anna Htty, Sabine Schulte im Walde |
| 2018 | Neural Machine Translation Decoding with Terminology Constraints. | Eva Hasler, Adri de Gispert, Gonzalo Iglesias, Bill Byrne |
| 2018 | Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation. | Shudong Hao, Jordan L. Boyd-Graber, Michael J. Paul |
| 2018 | Relational Summarization for Corpus Analysis. | Abram Handler, Brendan T. O'Connor |
| 2018 | Role-specific Language Models for Processing Recorded Neuropsychological Exams. | Tuka Al Hanai, Rhoda Au, James R. Glass |
| 2018 | The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants. | Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, Benno Stein |
| 2018 | Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation. | Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, Benno Stein |
| 2018 | Annotation Artifacts in Natural Language Inference Data. | Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel R. Bowman, Noah A. Smith |
| 2018 | Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time. | Pankaj Gupta, Subburam Rajaram, Hinrich Schtze, Bernt Andrassy |
| 2018 | Joint Bootstrapping Machines for High Confidence Relation Extraction. | Pankaj Gupta, Benjamin Roth, Hinrich Schtze |
| 2018 | Colorless Green Recurrent Networks Dream Hierarchically. | Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni |
| 2018 | Universal Neural Machine Translation for Extremely Low Resource Languages. | Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O. K. Li |
| 2018 | Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies. | Max Grusky, Mor Naaman, Yoav Artzi |
| 2018 | Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation. | Roman Grundkiewicz, Marcin Junczys-Dowmunt |
| 2018 | QuickEdit: Editing Text & Translations by Crossing Words Out. | David Grangier, Michael Auli |
| 2018 | Generating Continuous Representations of Medical Texts. | Graham Spinks, Marie-Francine Moens |
| 2018 | Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents. | Anuj Kumar Goyal, Angeliki Metallinou, Spyros Matsoukas |
| 2018 | What's This Movie About? A Joint Neural Network Architecture for Movie Content Analysis. | Philip John Gorinski, Mirella Lapata |
| 2018 | Slot-Gated Modeling for Joint Slot Filling and Intent Prediction. | Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, Chih-Li Huo, Tsung-Chieh Chen, Keng-Wei Hsu, Yun-Nung Chen |
| 2018 | Embedding Syntax and Semantics of Prepositions via Tensor Decomposition. | Hongyu Gong, Suma Bhat, Pramod Viswanath |
| 2018 | Madly Ambiguous: A Game for Learning about Structural Ambiguity and Why It's Hard for Computers. | Ajda Gokcen, Ethan Hill, Michael White |
| 2018 | Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model. | Goran Glavas, Ivan Vulic |
| 2018 | Please Clap: Modeling Applause in Campaign Speeches. | Jon Gillick, David Bamman |
| 2018 | Neural Poetry Translation. | Marjan Ghazvininejad, Yejin Choi, Kevin Knight |