| 2019 | Corpora Generation for Grammatical Error Correction. | Jared Lichtarge, Chris Alberti, Shankar Kumar, Noam Shazeer, Niki Parmar, Simon Tong |
| 2019 | Relation Discovery with Out-of-Relation Knowledge Base as Supervision. | Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song |
| 2019 | Strong and Simple Baselines for Multimodal Utterance Embeddings. | Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency |
| 2019 | Recursive Subtree Composition in LSTM-Based Dependency Parsing. | Miryam de Lhoneux, Miguel Ballesteros, Joakim Nivre |
| 2019 | Visualizing Inferred Morphotactic Systems. | Haley Lepp, Olga Zamaraeva, Emily M. Bender |
| 2019 | Inferring Which Medical Treatments Work from Reports of Clinical Trials. | Eric P. Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace |
| 2019 | Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. | Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim |
| 2019 | iComposer: An Automatic Songwriting System for Chinese Popular Music. | Hsin-Pei Lee, Jhih-Sheng Fang, Wei-Yun Ma |
| 2019 | Recommendations for Datasets for Source Code Summarization. | Alexander LeClair, Collin McMillan |
| 2019 | Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. | Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars |
| 2019 | The emergence of number and syntax units in LSTM language models. | Yair Lakretz, Germn Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni |
| 2019 | Reinforcement Learning based Curriculum Optimization for Neural Machine Translation. | Gaurav Kumar, George F. Foster, Colin Cherry, Maxim Krikun |
| 2019 | Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples. | Krtin Kumar, Jackie Chi Kit Cheung |
| 2019 | Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation. | Ashutosh Kumar, Satwik Bhattamishra, Manik Bhandari, Partha P. Talukdar |
| 2019 | Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. | Reno Kriz, Joo Sedoc, Marianna Apidianaki, Carolina Zheng, Gaurav Kumar, Eleni Miltsakaki, Chris Callison-Burch |
| 2019 | CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. | Satwik Kottur, Jos M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach |
| 2019 | Text Generation from Knowledge Graphs with Graph Transformers. | Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, Mirella Lapata, Hannaneh Hajishirzi |
| 2019 | Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation. | Wei-Jen Ko, Greg Durrett, Junyi Jessy Li |
| 2019 | Unsupervised Recurrent Neural Network Grammars. | Yoon Kim, Alexander M. Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer, Gbor Melis |
| 2019 | Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding. | Hwa-Yeon Kim, Yoon-Hyung Roh, Young-Kil Kim |
| 2019 | Acoustic-to-Word Models with Conversational Context Information. | Suyoun Kim, Florian Metze |
| 2019 | Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding. | Jonggu Kim, Jong-Hyeok Lee |
| 2019 | AudioCaps: Generating Captions for Audios in The Wild. | Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, Gunhee Kim |
| 2019 | Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. | Byeongchang Kim, Hyunwoo Kim, Gunhee Kim |
| 2019 | Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters. | Evgeny Kim, Roman Klinger |