| 2019 | Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media. | Ramy Baly, Georgi Karadzhov, Abdelrhman Saleh, James R. Glass, Preslav Nakov |
| 2019 | Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study. | Jorge A. Balazs, Yutaka Matsuo |
| 2019 | Structured Minimally Supervised Learning for Neural Relation Extraction. | Fan Bai, Alan Ritter |
| 2019 | Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation. | Hareesh Bahuleyan, Lili Mou, Hao Zhou, Olga Vechtomova |
| 2019 | Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition. | Shima Asaadi, Saif M. Mohammad, Svetlana Kiritchenko |
| 2019 | Guiding Extractive Summarization with Question-Answering Rewards. | Kristjan Arumae, Fei Liu |
| 2019 | On Knowledge distillation from complex networks for response prediction. | Siddhartha Arora, Mitesh M. Khapra, Harish G. Ramaswamy |
| 2019 | Detecting Depression in Social Media using Fine-Grained Emotions. | Mario Ezra Aragn, Adrin Pastor Lpez-Monroy, Luis Carlos Gonzlez-Gurrola, Manuel Montes-y-Gmez |
| 2019 | Neural Machine Translation of Text from Non-Native Speakers. | Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen, David Chiang |
| 2019 | GenderQuant: Quantifying Mention-Level Genderedness. | Ananya, Nitya Parthasarthi, Sameer Singh |
| 2019 | Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning. | Prithviraj Ammanabrolu, Mark O. Riedl |
| 2019 | Vector of Locally Aggregated Embeddings for Text Representation. | Hadi Amiri, Mitra Mohtarami |
| 2019 | Neural Self-Training through Spaced Repetition. | Hadi Amiri |
| 2019 | MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms. | Aida Amini, Saadia Gabriel, Shanchuan Lin, Rik Koncel-Kedziorski, Yejin Choi, Hannaneh Hajishirzi |
| 2019 | CITE: A Corpus of Image-Text Discourse Relations. | Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone |
| 2019 | Context-Aware Cross-Lingual Mapping. | Hanan Aldarmaki, Mona T. Diab |
| 2019 | Consistency by Agreement in Zero-Shot Neural Machine Translation. | Maruan Al-Shedivat, Ankur P. Parikh |
| 2019 | Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. | Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya |
| 2019 | Pooled Contextualized Embeddings for Named Entity Recognition. | Alan Akbik, Tanja Bergmann, Roland Vollgraf |
| 2019 | FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP. | Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, Roland Vollgraf |
| 2019 | Conversation Initiation by Diverse News Contents Introduction. | Satoshi Akasaki, Nobuhiro Kaji |
| 2019 | What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue. | Laura Aina, Carina Silberer, Ionut-Teodor Sorodoc, Matthijs Westera, Gemma Boleda |
| 2019 | On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. | Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng |
| 2019 | Massively Multilingual Neural Machine Translation. | Roee Aharoni, Melvin Johnson, Orhan Firat |
| 2019 | Generating Text through Adversarial Training Using Skip-Thought Vectors. | Afroz Ahamad |