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Xuanyi Chen

SIGIR 2026×2评测与基准检索与知识智能体与工具强化学习与后训练推理
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0 一作 · 2 篇 · SIGIR 2026

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2026 顶会论文

2
作者位次 #5/8SIGIR 2026Poster· Information Retrieval (Resource)

SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation

Weihang Su · Anzhe Xie · Qingyao Ai · Jianming Long · Xuanyi Chen · Jiaxin Mao · Ziyi Ye · Yiqun LIU

摘要

The exponential growth of scientific literature has created a pressing need for automated survey generation. Although recent LLM-based agents have shown promise in automating this task, current progress is hindered by the lack of a standardized, scalable evaluation protocol. Existing evaluation m...

检索与知识评测与基准智能体与工具OpenReview
作者位次 #2/5SIGIR 2026Poster· Information Retrieval (Short)

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization

Weihang Su · Xuanyi Chen · Yueyue Wu · Qingyao Ai · Yiqun LIU

摘要

Automating the drafting of judgment documents is pivotal to judicial efficiency, yet it remains challenging due to the dual requirements of comprehensive retrieval of legal information and rigorous logical reasoning. Existing approaches, typically relying on standard Retrieval-Augmented Generatio...

强化学习与后训练推理评测与基准OpenReview

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