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Papers
CoCoA: Confidence- and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models
EMNLP 2025
Taming Knowledge Conflicts in Language Models
ICML 2025
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
ICLR 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
ACL 2024
Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer
COLING 2024
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization
NeurIPS 2024
Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning
NAACL 2024
When Context Leads but Parametric Memory Follows in Large Language Models
EMNLP 2024