Melanie Sclar
11 papers · 2022–2025 · 5 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (29) 🤝 Dynamic Duo (10)
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large language model
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language model
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theory of mind
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benchmark evaluation
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zero-shot learning
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in-context learning
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inductive reasoning
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knowledge distillation
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text generation
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question answering
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anomaly detection
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confidence calibration
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program synthesis
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social intelligence
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reinforcement learning from human feedback
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conversational ai
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evaluation framework
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belief tracking
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sensitivity analysis
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community detection
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Papers
AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
ICLR 2025
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
ICLR 2025
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
ICLR 2024
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
ICLR 2024
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
ICLR 2024
BotPercent: Estimating Bot Populations in Twitter Communities
EMNLP 2023
Faith and Fate: Limits of Transformers on Compositionality
NeurIPS 2023
FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions
EMNLP 2023
Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker
ACL 2023
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation
EMNLP 2022
Symmetric Machine Theory of Mind
ICML 2022