| 2018 | Evaluating bilingual word embeddings on the long tail. | Fabienne Braune, Viktor Hangya, Tobias Eder, Alexander M. Fraser |
| 2018 | Unsupervised Keyphrase Extraction with Multipartite Graphs. | Florian Boudin |
| 2018 | Multimodal Frame Identification with Multilingual Evaluation. | Teresa Botschen, Iryna Gurevych, Jan-Christoph Klie, Hatem Mousselly Sergieh, Stefan Roth |
| 2018 | Discourse-Aware Neural Rewards for Coherent Text Generation. | Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi |
| 2018 | From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings. | Johannes Bjerva, Isabelle Augenstein |
| 2018 | Universal Dependency Parsing for Hindi-English Code-Switching. | Irshad Ahmad Bhat, Riyaz Ahmad Bhat, Manish Shrivastava, Dipti Misra Sharma |
| 2018 | Content-Based Citation Recommendation. | Chandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar |
| 2018 | Assessing Language Proficiency from Eye Movements in Reading. | Yevgeni Berzak, Boris Katz, Roger Levy |
| 2018 | Context Sensitive Neural Lemmatization with Lematus. | Toms Bergmanis, Sharon Goldwater |
| 2018 | Deep Dirichlet Multinomial Regression. | Adrian Benton, Mark Dredze |
| 2018 | Evaluating Discourse Phenomena in Neural Machine Translation. | Rachel Bawden, Rico Sennrich, Alexandra Birch, Barry Haddow |
| 2018 | Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing. | Maria Barrett, Ana Valeria Gonzlez-Garduo, Lea Frermann, Anders Sgaard |
| 2018 | Multimodal Emoji Prediction. | Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano, Horacio Saggion |
| 2018 | Integrating Stance Detection and Fact Checking in a Unified Corpus. | Ramy Baly, Mitra Mohtarami, James R. Glass, Llus Mrquez, Alessandro Moschitti, Preslav Nakov |
| 2018 | Speaker Naming in Movies. | Mahmoud Azab, Mingzhe Wang, Max Olan Smith, Noriyuki Kojima, Jia Deng, Rada Mihalcea |
| 2018 | Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces. | Isabelle Augenstein, Sebastian Ruder, Anders Sgaard |
| 2018 | Exploiting Dynamic Oracles to Train Projective Dependency Parsers on Non-Projective Trees. | Lauriane Aufrant, Guillaume Wisniewski, Franois Yvon |
| 2018 | Reusing Weights in Subword-Aware Neural Language Models. | Zhenisbek Assylbekov, Rustem Takhanov |
| 2018 | Querying Word Embeddings for Similarity and Relatedness. | Fatemeh Torabi Asr, Robert Zinkov, Michael N. Jones |
| 2018 | Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation. | Marianna Apidianaki, Guillaume Wisniewski, Anne Cocos, Chris Callison-Burch |
| 2018 | Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing. | K. M. Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati |
| 2018 | Syntactically Aware Neural Architectures for Definition Extraction. | Luis Espinosa Anke, Steven Schockaert |
| 2018 | Learning with Latent Language. | Jacob Andreas, Dan Klein, Sergey Levine |
| 2018 | Accurate Text-Enhanced Knowledge Graph Representation Learning. | Bo An, Bo Chen, Xianpei Han, Le Sun |
| 2018 | Tied Multitask Learning for Neural Speech Translation. | Antonios Anastasopoulos, David Chiang |