Erchin Serpedin
3 papers · 2025–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ACL (2)
EMNLP (1)
Top co-authors
Research topics
Keywords
benchmark evaluation
(1)
bayesian inference
(1)
belief propagation
(1)
natural language inference
(1)
inductive reasoning
(1)
multimodal learning
(1)
foundation model
(1)
vision-language model
(1)
hallucination mitigation
(1)
sparse autoencoder
(1)
physics consistency
(1)
abductive reasoning
(1)
reasoning trace
(1)
reasoning chain
(1)
deductive reasoning
(1)
multi-agent reasoning
(1)
crystallographic reasoning
(1)
physics constraint
(1)
spatial extrapolation
(1)
hallucination score
(1)
Papers
Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning
ACL 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models
ACL 2025
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs
EMNLP 2025