🧑‍🔬 Qingyao Ai — all works

29 works · ← Qingyao Ai

1. LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation MethodsarXiv:2412.05579Haitao Li, Qian Dong, Junjie Chen, et al.2024 · 195 citations
2. DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Weihang Su, Yichen Tang, Qingyao Ai, et al.2024 · 137 citations
3. SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval ↗arXiv:2304.11370 · no summary yetHaitao Li et al.2023 · 134 citations
4. SetRank ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetLiang Pang et al.2020 · 111 citations
5. Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language ModelsFindings of the Association for Computational LinguisticsWeihang Su, Changyue Wang, Qingyao Ai, et al.2024 · 99 citations
6. LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models ↗arXiv:2409.20288 · no summary yetHaitao Li et al.2024 · 77 citations
7. LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset ↗arXiv:2310.17609 · no summary yetHaitao Li et al.2023 · 63 citations
8. LegalAgentBench: Evaluating LLM Agents in Legal DomainAnnual Meeting of the Association for Computational Linguistics (ACL)Haitao Li, Junjie Chen, Jingli Yang, et al.2025 · 62 citations
9. STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetWeihang Su et al.2024 · 27 citations
10. CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetYixiao Ma et al.2023 · 25 citations
11. THUIR@COLIEE 2023: Incorporating Structural Knowledge into Pre-trained Language Models for Legal Case Retrieval ↗arXiv:2305.06812 · no summary yetHaitao Li et al.2023 · 24 citations
12. JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System ↗arXiv:2503.14258 · no summary yetWeihang Su et al.2025 · 22 citations
13. CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-JudgesAnnual Meeting of the Association for Computational Linguistics (ACL)Haitao Li, Junjie Chen, Qingyao Ai, et al.2025 · 15 citations
14. An Intent Taxonomy of Legal Case Retrieval ↗arXiv:2307.13298 · no summary yetYunqiu Shao et al.2023 · 14 citations
15. DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment ↗arXiv:2403.18435 · no summary yetHaitao Li et al.2024 · 13 citations
16. THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case Entailment ↗arXiv:2305.06817 · no summary yetHaitao Li et al.2023 · 11 citations
17. CaseGen: A Benchmark for Multi-Stage Legal Case Documents Generation ↗arXiv:2502.17943 · no summary yetHaitao Li et al.2025 · 9 citations
18. Evaluation Ethics of LLMs in Legal Domain ↗arXiv:2403.11152 · no summary yetRuizhe Zhang et al.2024 · 9 citations
19. STARD: A Chinese Statute Retrieval Dataset with Real Queries Issued by Non-professionals ↗arXiv:2406.15313 · no summary yetWeihang Su et al.2024 · 7 citations
20. Evaluation of Large Language Models in Legal Applications: Challenges, Methods, and Future Directions ↗arXiv:2601.15267 · no summary yetYiran Hu et al.2026 · 6 citations
21. LegalOne: A Family of Foundation Models for Reliable Legal Reasoning ↗arXiv:2602.00642 · no summary yetHaitao Li et al.2026 · 6 citations
22. LeKUBE: A Legal Knowledge Update BEnchmark ↗arXiv:2407.14192 · no summary yetChangyue Wang et al.2024 · 4 citations
23. LLMs on Trial: Evaluating Judicial Fairness for Large Language Models ↗arXiv:2507.10852 · no summary yetYiran Hu et al.2025 · 3 citations
24. Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization ↗arXiv:2605.02011 · no summary yetWeihang Su et al.2026 · 1 citation
25. JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference ↗arXiv:2509.12104 · no summary yetZongyue Xue et al.2025 · 1 citation
26. Civil Court Simulation with Large Language Models ↗arXiv:2606.09632 · no summary yetYifan Chen et al.2026
27. LexRubric: A Rubric-Guided Diagnostic Benchmark for Open-Ended Legal Tasks ↗arXiv:2606.09389 · no summary yetYifan Chen et al.2026
28. Generative Chinese Statute Retrieval ↗arXiv:2607.11109 · no summary yetYiteng Tu et al.2026
29. Chinese Court Simulation with LLM-Based Agents System ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetKaiyuan Zhang et al.2026

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