Language Models are Few-Shot Learners. - Tom B. Brown; Benjamin Mann; Nick Ryder; Melanie Subbiah; Jared Kaplan; Prafulla Dhariwal; Arvind Neelakantan; Pranav Shyam; Girish Sastry; Amanda Askell; Sandhini Agarwal; Ariel Herbert-Voss; et al. (NeurIPS, 2020)

Understanding Identity Signalling in Persuasive Online Text. - Melanie Subbiah; Kathleen R. McKeown (ICWSM Workshops, 2021)

SafeText: A Benchmark for Exploring Physical Safety in Language Models. - Sharon Levy; Emily Allaway; Melanie Subbiah; Lydia B. Chilton; Desmond Patton; Kathleen R. McKeown; William Yang Wang (EMNLP, 2022)

Mitigating Covertly Unsafe Text within Natural Language Systems. - Alex Mei; Anisha Kabir; Sharon Levy; Melanie Subbiah; Emily Allaway; John Judge; Desmond Patton; Bruce Bimber; Kathleen R. McKeown; William Yang Wang (EMNLP (Findings), 2022)

Unsupervised Selective Rationalization with Noise Injection. - Adam Storek; Melanie Subbiah; Kathleen R. McKeown (ACL (1), 2023)

Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence. - Gengyu Wang; Kate Harwood; Lawrence Chillrud; Amith Ananthram; Melanie Subbiah; Kathleen R. McKeown (ACL (Findings), 2023)

Towards Detecting Harmful Agendas in News Articles. - Melanie Subbiah; Amrita Bhattacharjee; Bobby Yilun Hua; Tharindu Kumarage; Huan Liu 001; Kathleen R. McKeown (WASSA@ACL, 2023)

Detecting Harmful Agendas in News Articles. - Melanie Subbiah; Amrita Bhattacharjee; Bobby Yilun Hua; Tharindu Kumarage; Huan Liu 001; Kathleen R. McKeown (CoRR, 2023)

STORYSUMM: Evaluating Faithfulness in Story Summarization. - Melanie Subbiah; Faisal Ladhak; Akankshya Mishra; Griffin Adams; Lydia B. Chilton; Kathleen R. McKeown (EMNLP, 2024)

Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers. - Melanie Subbiah; Sean Zhang; Lydia B. Chilton; Kathleen R. McKeown (Trans. Assoc. Comput. Linguistics, 2024)

Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding. - Melanie Subbiah; Akankshya Mishra; Grace Kim; Liyan Tang; Greg Durrett; Kathleen McKeown (CoRR, 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)

Guiding LLM Decision-Making with Fairness Reward Models. - Zara Hall; Melanie Subbiah; Thomas P. Zollo; Kathleen McKeown; Richard S. Zemel (CoRR, 2025)