large language models 3autonomous agents 1benchmarking 1contrastive learning 1feedback-driven policy discovery 1generative recommendation 1intent modeling 1knowledge distillation 1long-horizon reasoning 1multi-step reasoning 1online inference 1process evaluation 1
From the 3 of 11 linked papers with an AI index.
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cs.AI2026
DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding
Hao Yan, Yuliang Liu, Xingchen Liu +5
Existing Multimodal Large Language Models (MLLMs) suffer from significant performance degradation on the long document understanding task as document length increases. This stems f…
cs.AI2026
LongCat-Flash-Thinking-2601 Technical Report
Meituan LongCat Team, Anchun Gui, Bei Li +162
We introduce LongCat-Flash-Thinking-2601, a 560-billion-parameter open-source Mixture-of-Experts (MoE) reasoning model with superior agentic reasoning capability. LongCat-Flash-Thi…