Melanie Sclar
- Faith and Fate: Limits of Transformers on Compositionality
2023/05/29 by Nouha Dziri, Ximing Lu, Dziri, Nouha +29 · 13 voices · 76 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
- Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
2023/10/17 by Melanie Sclar, Yejin Choi, Sclar, Melanie +5 · 4 voices · 136 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions
2023/10/24 by Hyunwoo Kim, Kim, Hyunwoo, Melanie Sclar +11 · 2 voices · 23 citations
Computer Science · Psychology · #Social Robot Interaction and HRI #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
- AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
2024/10/05 by Ximing Lu, Melanie Sclar, Lu, Ximing +19 · 8 voices · 13 citations
#cs.CL
- The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
2023/12/04 by Bill Yuchen Lin, Abhilasha Ravichander, Lin, Bill Yuchen +13 · 35 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
2023/10/12 by Linlu Qiu, Liwei Jiang, Qiu, Linlu +19 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Finding Flawed Fictions: Evaluating Complex Reasoning in Language Models via Plot Hole Detection
2025/04/16 by Kabir Ahuja, Ahuja, Kabir, Melanie Sclar +3 · 2 voices · 11 citations
Computer Science · #Artificial Intelligence in Games #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- Explore Theory of Mind: Program-guided adversarial data generation for theory of mind reasoning
2024/12/12 by Melanie Sclar, Sclar, Melanie, Jian Yu +11 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PrefPalette: Personalized Preference Modeling with Latent Attributes
2025/07/17 by Shuyue Stella Li, Melanie Sclar, Li, Shuyue Stella +20 · 2 voices · 4 citations
Computer Science · #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #cs.AI
- Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models
2025/02/17 by Hyunwoo Kim, Kim, Hyunwoo, Melanie Sclar +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Modeling human visual search: A combined Bayesian searcher and saliency map approach for eye movement guidance in natural scenes
2020/09/17 by Melanie Sclar, Sclar, M., Gastón Bujía +7 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Neurons and Cognition (q-bio.NC) #Visual Attention and Saliency Detection #Visual perception and processing mechanisms