Melanie Sclar

Faith and Fate: Limits of Transformers on Compositionality

Nouha Dziri, Ximing Lu, Melanie Sclar et al. · arXiv (Cornell University) · 2023 · 71 citations · Full text

Llm Fine-tuning, Engineering, Computational Complexity +19

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 et al. · arXiv (Cornell University) · 2023 · 39 citations · Full text

Llm Fine-tuning, Engineering, Psycholinguistics +28

Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker

Melanie Sclar, Sachin Kumar, Peter West et al. · 2023 · 19 citations · Full text

Artificial Intelligence, Language Grounding, Engineering +25

FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions

Hyunwoo Kim, Melanie Sclar, Xuhui Zhou et al. · 2023 · 17 citations · Full text

Affective Neuroscience, Cognition, Psycholinguistics +32

BotPercent: Estimating Bot Populations in Twitter Communities

Zhaoxuan Tan, Shangbin Feng, Melanie Sclar et al. · 2023 · 12 citations · Full text

Abuse Detection, Engineering, Social Medium Monitoring +19