| 2026 | LREC | Mining Naturally Romanized Seed Corpora without Romanizations. | Adrian Benton, Alexander Gutkin, Christo Kirov, Brian Roark |
| 2025 | EMNLP | Improving Informally Romanized Language Identification. | Adrian Benton, Alexander Gutkin, Christo Kirov, Brian Roark |
| 2022 | ACL | Updated Headline Generation: Creating Updated Summaries for Evolving News Stories. | Sheena Panthaplackel, Adrian Benton, Mark Dredze |
| 2022 | EMNLP | Weakly Supervised Headline Dependency Parsing. | Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov |
| 2021 | EMNLP | Cross-Register Projection for Headline Part of Speech Tagging. | Adrian Benton, Hanyang Li, Igor Malioutov |
| 2021 | EMNLP | Towards Realistic Few-Shot Relation Extraction. | Sam Brody, Sichao Wu, Adrian Benton |
| 2021 | NAACL | Diversity-Aware Batch Active Learning for Dependency Parsing. | Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy |
| 2019 | CoNLL | Roll Call Vote Prediction with Knowledge Augmented Models. | Pallavi Patil, Kriti Myer, Ronak Zala, Arpit Singh, Sheshera Mysore, Andrew McCallum, Adrian Benton, Amanda Stent |
| 2018 | NAACL | Deep Dirichlet Multinomial Regression. | Adrian Benton, Mark Dredze |
| 2017 | EACL | Multitask Learning for Mental Health Conditions with Limited Social Media Data. | Adrian Benton, Margaret Mitchell, Dirk Hovy |
| 2016 | AAAI | Collective Supervision of Topic Models for Predicting Surveys with Social Media. | Adrian Benton, Michael J. Paul, Braden Hancock, Mark Dredze |
| 2016 | ACL | Learning Multiview Embeddings of Twitter Users. | Adrian Benton, Raman Arora, Mark Dredze |
| 2015 | NAACL | Entity Linking for Spoken Language. | Adrian Benton, Mark Dredze |
| 2013 | ICIS | When Does Social Network-Based Prediction Work? A Large Scale Analysis of Brand and TV audience engagement by Twitter Users. | Shawndra Hill, Adrian Benton, Christophe Van den Bulte |
| 2010 | ICMLA | A System for De-identifying Medical Message Board Text. | Adrian Benton, Shawndra Hill, Lyle H. Ungar, Annie Chung, Charles E. Leonard, Cristin Freeman, John H. Holmes |