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 (BMC Bioinform., 2011)

Identifying potential adverse effects using the web: A new approach to medical hypothesis generation. - Adrian Benton; Lyle H. Ungar; Shawndra Hill; Sean Hennessy; Jun Mao; Annie Chung; Charles E. Leonard; John H. Holmes (J. Biomed. Informatics, 2011)

Social TV: real-time social media response to TV advertising. - Shawndra Hill; Aman Nalavade; Adrian Benton (AdKDD@KDD, 2012)

Social TV: Linking TV Content to Buzz and Sales. - Shawndra Hill; Adrian Donald Benton (ICIS, 2012)

medpie: an information extraction package for medical message board posts. - Adrian Benton; John H. Holmes; Shawndra Hill; Annie Chung; Lyle H. Ungar (Bioinform., 2012)

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 (ICIS, 2013)

Entity Linking for Spoken Language. - Adrian Benton; Mark Dredze (HLT-NAACL, 2015)

Collective Supervision of Topic Models for Predicting Surveys with Social Media. - Adrian Benton; Michael J. Paul; Braden Hancock; Mark Dredze (AAAI, 2016)

Learning Multiview Embeddings of Twitter Users. - Adrian Benton; Raman Arora; Mark Dredze (ACL (2), 2016)

After Sandy Hook Elementary: A Year in the Gun Control Debate on Twitter. - Adrian Benton; Braden Hancock; Glen Coppersmith; John W. Ayers; Mark Dredze (CoRR, 2016)

Multitask Learning for Mental Health Conditions with Limited Social Media Data. - Adrian Benton; Margaret Mitchell; Dirk Hovy (EACL (1), 2017)

Ethical Research Protocols for Social Media Health Research. - Adrian Benton; Glen Coppersmith; Mark Dredze (EthNLP@EACL, 2017)

Multi-Task Learning for Mental Health using Social Media Text. - Adrian Benton; Margaret Mitchell; Dirk Hovy (CoRR, 2017)

Using Author Embeddings to Improve Tweet Stance Classification. - Adrian Benton; Mark Dredze (NUT@EMNLP, 2018)

Deep Dirichlet Multinomial Regression. - Adrian Benton; Mark Dredze (NAACL-HLT, 2018)

Learning Representations of Social Media Users. - Adrian Benton (CoRR, 2018)

Roll Call Vote Prediction with Knowledge Augmented Models. - Pallavi Patil; Kriti Myer; Ronak Zala; Arpit Singh; Sheshera Mysore; Andrew McCallum; Adrian Benton; Amanda Stent (CoNLL, 2019)

Deep Generalized Canonical Correlation Analysis. - Adrian Benton; Huda Khayrallah; Biman Gujral; Dee Ann Reisinger; Sheng Zhang 012; Raman Arora (RepL4NLP@ACL, 2019)

Talkographics: Measuring TV and Brand Audience Demographics and Interests from User-Generated Content. - Shawndra Hill; Adrian Benton; Umberto Panniello (Int. J. Electron. Commer., 2019)

kōan: A Corrected CBOW Implementation. - Ozan Irsoy; Adrian Benton; Karl Stratos (CoRR, 2020)

Cross-Register Projection for Headline Part of Speech Tagging. - Adrian Benton; Hanyang Li; Igor Malioutov (EMNLP (1), 2021)

Towards Realistic Few-Shot Relation Extraction. - Sam Brody; Sichao Wu; Adrian Benton (EMNLP (1), 2021)

Diversity-Aware Batch Active Learning for Dependency Parsing. - Tianze Shi; Adrian Benton; Igor Malioutov; Ozan Irsoy (NAACL-HLT, 2021)

Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph. - Sameer Bansal; Adrian Benton (CoRR, 2021)

Updated Headline Generation: Creating Updated Summaries for Evolving News Stories. - Sheena Panthaplackel; Adrian Benton; Mark Dredze (ACL (1), 2022)

Weakly Supervised Headline Dependency Parsing. - Adrian Benton; Tianze Shi; Ozan Irsoy; Igor Malioutov (EMNLP (Findings), 2022)

What Makes Data-to-Text Generation Hard for Pretrained Language Models? - Moniba Keymanesh; Adrian Benton; Mark Dredze (CoRR, 2022)

Accelerating Blockwise Parallel Language Models with Draft Refinement. - Taehyeon Kim; Ananda Theertha Suresh; Kishore Papineni; Michael D. Riley; Sanjiv Kumar; Adrian Benton (NeurIPS, 2024)

Towards Fast Inference: Exploring and Improving Blockwise Parallel Drafts. - Taehyeon Kim; Ananda Theertha Suresh; Kishore Papineni; Michael Riley 001; Sanjiv Kumar; Adrian Benton (CoRR, 2024)

Improving Informally Romanized Language Identification. - Adrian Benton; Alexander Gutkin; Christo Kirov; Brian Roark (CoRR, 2025)