Melanie Sclar
11 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (5) ๐ Renaissance Researcher (8)
๐
Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(23)
๐ค
Dynamic Duo
(10)
๐
Century Club
(11)
Conferences
ICLR (5)
EMNLP (3)
ACL (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
theory of mind
(3)
language model
(2)
benchmark evaluation
(1)
anomaly detection
(1)
knowledge distillation
(1)
social media analysis
(1)
conversational ai
(1)
question answering
(1)
confidence calibration
(1)
social intelligence
(1)
community detection
(1)
belief tracking
(1)
machine learning
(1)
game ai
(1)
compositional reasoning
(1)
computation graph
(1)
circuit complexity
(1)
symbolic representation
(1)
agent modeling
(1)
graph-based model
(1)
Papers
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
ICLR 2025
AI as Humanityโs Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
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
Faith and Fate: Limits of Transformers on Compositionality
NIPS 2023
Minding Language Modelsโ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker
ACL 2023
FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions
EMNLP 2023
BotPercent: Estimating Bot Populations in Twitter Communities
EMNLP 2023
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation
EMNLP 2022
Symmetric Machine Theory of Mind
ICML 2022