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Papers
Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models
AAAI 2026
AwarenessBench: Assessing Cognitive Capabilities of Language Models
ACL 2026
A rebuttal of two common deflationary stances against LLM cognition
ACL 2025
Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?
AAAI 2025
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
ICLR 2025
Exploring the LLM Journey from Cognition to Expression with Linear Representations
ICML 2024
Large Language Models Are Not Strong Abstract Reasoners
IJCAI 2024
Working Memory Identifies Reasoning Limits in Language Models
EMNLP 2024
Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models
ACL 2023
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach
EMNLP 2023
Learning to Follow Directions in Street View
AAAI 2020