inference-time refinement 1multimodal reasoning 1reinforcement learning 1self-verification 1vision-language models 1
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cs.CL2026
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
Ke Yang, Zixi Chen, Xuan He +6
Long-term memory is essential for large language model (LLM) agents operating in complex environments, yet existing memory designs are either task-specific and non-transferable, or…
cs.CL2024
Competence-Based Analysis of Language Models
Adam Davies, Jize Jiang, ChengXiang Zhai
Despite the recent successes of large, pretrained neural language models (LLMs), comparatively little is known about the representations of linguistic structure they learn during p…