Sclar, Melanie

10 publications

ICLR 2025 AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text Against Web Text Ximing Lu, Melanie Sclar, Skyler Hallinan, Niloofar Mireshghallah, Jiacheng Liu, Seungju Han, Allyson Ettinger, Liwei Jiang, Khyathi Chandu, Nouha Dziri, Yejin Choi

ICLR 2025 Explore Theory of Mind: Program-Guided Adversarial Data Generation for Theory of Mind Reasoning Melanie Sclar, Jane Dwivedi-Yu, Maryam Fazel-Zarandi, Yulia Tsvetkov, Yonatan Bisk, Yejin Choi, Asli Celikyilmaz

ICLR 2024 Phenomenal yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement Linlu Qiu, Liwei Jiang, Ximing Lu, Melanie Sclar, Valentina Pyatkin, Chandra Bhagavatula, Bailin Wang, Yoon Kim, Yejin Choi, Nouha Dziri, Xiang Ren

ICLR 2024 Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I Learned to Start Worrying About Prompt Formatting Melanie Sclar, Yejin Choi, Yulia Tsvetkov, Alane Suhr

ICLR 2024 The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning Bill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, Nouha Dziri, Melanie Sclar, Khyathi Chandu, Chandra Bhagavatula, Yejin Choi

NeurIPS 2023 Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri, Ximing Lu, Melanie Sclar, Xiang Li, Liwei Jiang, Bill Yuchen Lin, Sean Welleck, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena Hwang, Soumya Sanyal, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, Yejin Choi

ICMLW 2023 Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker Melanie Sclar, Sachin Kumar, Peter West, Alane Suhr, Yejin Choi, Yulia Tsvetkov

NeurIPSW 2023 URIAL: Tuning-Free Instruction Learning and Alignment for Untuned LLMs Bill Yuchen Lin, Abhilasha Ravichander, Ximing Lu, Nouha Dziri, Melanie Sclar, Khyathi Chandu, Chandra Bhagavatula, Yejin Choi

ICML 2022 Symmetric Machine Theory of Mind Melanie Sclar, Graham Neubig, Yonatan Bisk

NeurIPSW 2020 Modeling Human Visual Search: A Combined Bayesian Searcher and Saliency mAP Approach for Eye Movement Guidance in Natural Scenes Melanie Sclar, Gaston Bujia, Sebastian Vita, Guillermo Solovey, Juan Esteban Kamienkowski