الباحثون

Hui Xu

المنشورات 2

نسخة أولية وصول مفتوح

AdaTutoRank: Learning to Rerank Document Sets via Adaptive Tutoring Optimization for RAG and Deep Research

Kailin Jiang, Lei Liu, Jian Xi وآخرون · 2026

Document rerankers determine what evidence reaches the downstream model in RAG and deep research, yet mainstream rerankers select by relevance matching, and individually relevant documents rarely constitute the complete, complementary, non-redundant set a complex information need demands. Prior work rewards a set by it …

نسخة أولية وصول مفتوح

IndustryLLM: Failure-Driven LLM Training for Industrial Procurement

Liang Ding, Zhiang Xu, Yuyang Sheng وآخرون · 2026

Industrial procurement requires language models to bridge informal buyer jargon, sparse marketplace attributes, and authoritative engineering standards under strict safety tolerances. We present IndustryLLM, an open-weight industrial language model trained from Qwen3.5-35B-A3B-Base (35B total parameters with ~3B activa …

المؤلفون المشاركون