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cs.CL2026
Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship
Yating Pan, Jiajun Zhang, Jun Wang +1
LLM-based research agents have advanced rapidly in science and engineering, where research is organized around executable experiments, code, and quantitative signals. Humanities sc…
cs.CL2025
TaskCraft: Automated Generation of Agentic Tasks
Dingfeng Shi, Jingyi Cao, Qianben Chen +14
Agentic tasks, which require multi-step problem solving with autonomy, tool use, and adaptive reasoning, are becoming increasingly central to the advancement of NLP and AI. However…