| 2019 | Argument Mining for Understanding Peer Reviews. | Xinyu Hua, Mitko Nikolov, Nikhil Badugu, Lu Wang |
| 2019 | Personalized Neural Embeddings for Collaborative Filtering with Text. | Guangneng Hu |
| 2019 | Combining Sentiment Lexica with a Multi-View Variational Autoencoder. | Alexander Miserlis Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Ryan Cotterell, Isabelle Augenstein |
| 2019 | "President Vows to Cut Hair": Dataset and Analysis of Creative Text Editing for Humorous Headlines. | Nabil Hossain, John Krumm, Michael Gamon |
| 2019 | Evaluating Rewards for Question Generation Models. | Tom Hosking, Sebastian Riedel |
| 2019 | Entity Recognition at First Sight: Improving NER with Eye Movement Information. | Nora Hollenstein, Ce Zhang |
| 2019 | Learning to Respond to Mixed-code Queries using Bilingual Word Embeddings. | Chia-Fang Ho, Jason S. Chang, Jhih-Jie Chen, Chingyu Yang |
| 2019 | Multimodal Machine Translation with Embedding Prediction. | Tosho Hirasawa, Hayahide Yamagishi, Yukio Matsumura, Mamoru Komachi |
| 2019 | Incorporating Word Attention into Character-Based Word Segmentation. | Shohei Higashiyama, Masao Utiyama, Eiichiro Sumita, Masao Ideuchi, Yoshiaki Oida, Yohei Sakamoto, Isaac Okada |
| 2019 | Fixed That for You: Generating Contrastive Claims with Semantic Edits. | Christopher Hidey, Kathy McKeown |
| 2019 | Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs. | Geert Heyman, Bregt Verreet, Ivan Vulic, Marie-Francine Moens |
| 2019 | A Structural Probe for Finding Syntax in Word Representations. | John Hewitt, Christopher D. Manning |
| 2019 | Something's Brewing! Early Prediction of Controversy-causing Posts from Discussion Features. | Jack Hessel, Lillian Lee |
| 2019 | Content Differences in Syntactic and Semantic Representation. | Daniel Hershcovich, Omri Abend, Ari Rappoport |
| 2019 | Pun Generation with Surprise. | He He, Nanyun Peng, Percy Liang |
| 2019 | What just happened? Evaluating retrofitted distributional word vectors. | Dmetri Hayes |
| 2019 | Cooperative Learning of Disjoint Syntax and Semantics. | Serhii Havrylov, Germn Kruszewski, Armand Joulin |
| 2019 | Unifying Human and Statistical Evaluation for Natural Language Generation. | Tatsunori B. Hashimoto, Hugh Zhang, Percy Liang |
| 2019 | Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction. | Kazuma Hashimoto, Yoshimasa Tsuruoka |
| 2019 | Issue Framing in Online Discussion Fora. | Mareike Hartmann, Tallulah Jansen, Isabelle Augenstein, Anders Sgaard |
| 2019 | A Study of Latent Structured Prediction Approaches to Passage Reranking. | Iryna Haponchyk, Alessandro Moschitti |
| 2019 | Modeling Recurrence for Transformer. | Jie Hao, Xing Wang, Baosong Yang, Longyue Wang, Jinfeng Zhang, Zhaopeng Tu |
| 2019 | Analyzing Bayesian Crosslingual Transfer in Topic Models. | Shudong Hao, Michael J. Paul |
| 2019 | Opinion Mining with Deep Contextualized Embeddings. | Wen-Bin Han, Noriko Kando |
| 2019 | No Permanent Friends or Enemies: Tracking Relationships between Nations from News. | Xiaochuang Han, Eunsol Choi, Chenhao Tan |