2 papers
cs.MA2026
CogGen: A Cognitively Inspired Recursive Framework for Deep Research Report Generation
Kuo Tian, Pengfei Sun, Zhen Wu +2
The autonomous synthesis of deep research reports represents a critical frontier for Large Language Models (LLMs), demanding sophisticated information orchestration and non-linear…
cs.CV2026
Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering
Zhuohong Chen, Zhenxian Wu, Yunyao Yu +6
Knowledge-based visual question answering (KB-VQA) requires vision-language models to understand images and use external knowledge, especially for rare entities and long-tail facts…