Systematic Evaluation and Enhancement of Speech Recognition in Operational Medical Environments. - Snigdhaswin Kar; Prabodh Mishra; Ju Lin; Minjae Woo; Nicholas Deas; Caleb Linduff; Sufeng Niu; Yuzhe Yang; Jerome McClendon; D. Hudson Smith; Melissa C. Smith; Ronald W. Gimbel; et al. (IJCNN, 2021)

Evaluation of African American Language Bias in Natural Language Generation. - Nicholas Deas; Jessica Grieser; Shana Kleiner; Desmond Patton; Elsbeth Turcan; Kathleen R. McKeown (EMNLP, 2023)

I just want to matter: Examining the role of anti-mattering in online suicide support communities using natural language processing. - Nicholas Deas; Robin M. Kowalski; Sophie Finnell; Emily Radovic; Hailey Carroll; Chelsea Robbins; Andrew Cook; Kenzie Hurley; Natalie Cote; Kelly Evans; Isabella Lorenzo; Kelly Kiser; et al. (Comput. Hum. Behav., 2023)

MASIVE: Open-Ended Affective State Identification in English and Spanish. - Nicholas Deas; Elsbeth Turcan; Iván Pérez Mejía; Kathleen R. McKeown (EMNLP, 2024)

Data Caricatures: On the Representation of African American Language in Pretraining Corpora. - Nicholas Deas; Blake Vente; Amith Ananthram; Jessica Grieser; Desmond Upton Patton; Shana Kleiner; James R. Shepard III; Kathleen McKeown (ACL (1), 2025)

Reranking-based Generation for Unbiased Perspective Summarization. - Narutatsu Ri; Nicholas Deas; Kathleen McKeown (ACL (Findings), 2025)

Summarization of Opinionated Political Documents with Varied Perspectives. - Nicholas Deas; Kathleen R. McKeown (COLING, 2025)

Rejected Dialects: Biases Against African American Language in Reward Models. - Joel Mire; Zubin Trivadi Aysola; Daniel Chechelnitsky; Nicholas Deas; Chrysoula Zerva; Maarten Sap (NAACL (Findings), 2025)

Unmasking camouflage: exploring the challenges of large language models in deciphering African American language & online performativity. - Shana Kleiner; Jessica Grieser; Shug Miller; James Shepard; Javier Garcia-Perez; Nicholas Deas; Desmond Upton Patton; Elsbeth Turcan; Kathleen R. McKeown (AI Ethics, 2025)

Counterfactual Simulatability of LLM Explanations for Generation Tasks. - Marvin Limpijankit; Yanda Chen; Melanie Subbiah; Nicholas Deas; Kathleen McKeown (CoRR, 2025)

AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization. - Mukur Gupta; Nikhil Reddy Varimalla; Nicholas Deas; Melanie Subbiah; Kathleen McKeown (CoRR, 2025)