| 2019 | Question Answering by Reasoning Across Documents with Graph Convolutional Networks. | Nicola De Cao, Wilker Aziz, Ivan Titov |
| 2019 | Keyphrase Generation: A Text Summarization Struggle. | Erion ano, Ondrej Bojar |
| 2019 | A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction. | Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha, Nigel Collier |
| 2019 | Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. | Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi |
| 2019 | Probing the Need for Visual Context in Multimodal Machine Translation. | Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loc Barrault |
| 2019 | Augmenting word2vec with latent Dirichlet allocation within a clinical application. | Akshay Budhkar, Frank Rudzicz |
| 2019 | Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing. | Tim vor der Brck, Marc Pouly |
| 2019 | Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings. | Eleftheria Briakou, Nikos Athanasiou, Alexandros Potamianos |
| 2019 | Deep Learning for Natural Language Inference. | Samuel R. Bowman, Xiaodan Zhu |
| 2019 | Identifying and Reducing Gender Bias in Word-Level Language Models. | Shikha Bordia, Samuel R. Bowman |
| 2019 | A Large-Scale Comparison of Historical Text Normalization Systems. | Marcel Bollmann |
| 2019 | A Probabilistic Generative Model of Linguistic Typology. | Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell, Isabelle Augenstein |
| 2019 | Benchmarking Hierarchical Script Knowledge. | Yonatan Bisk, Jan Buys, Karl Pichotta, Yejin Choi |
| 2019 | Open Information Extraction from Question-Answer Pairs. | Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Y. Halevy, H. V. Jagadish |
| 2019 | Generalizing Unmasking for Short Texts. | Janek Bevendorff, Benno Stein, Matthias Hagen, Martin Potthast |
| 2019 | Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text. | Toms Bergmanis, Sharon Goldwater |
| 2019 | Combining Distant and Direct Supervision for Neural Relation Extraction. | Iz Beltagy, Kyle Lo, Waleed Ammar |
| 2019 | Analysis Methods in Neural Language Processing: A Survey. | Yonatan Belinkov, James R. Glass |
| 2019 | Sub-event detection from twitter streams as a sequence labeling problem. | Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder |
| 2019 | SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. | Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas, Alexandros Potamianos |
| 2019 | A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems. | Elham J. Barezi, Ian D. Wood, Pascale Fung, Hamid R. Rabiee |
| 2019 | Enabling Search and Collaborative Assembly of Causal Interactions Extracted from Multilingual and Multi-domain Free Text. | George Caique Gouveia Barbosa, Zechy Wong, Gus Hahn-Powell, Dane Bell, Rebecca Sharp, Marco Antonio Valenzuela-Escrcega, Mihai Surdeanu |
| 2019 | Non-Parametric Adaptation for Neural Machine Translation. | Ankur Bapna, Orhan Firat |
| 2019 | Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. | Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater |
| 2019 | An annotated dataset of literary entities. | David Bamman, Sejal Popat, Sheng Shen |