Cover Image

CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Xinzhe, Zhao, Liang, Xu, Hongshen, Chen, Chen
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind
by: Zeng, Hongchuan, et al.
Published: (2024)

LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
by: Li, Haitao, et al.
Published: (2024)

LAiW: A Chinese Legal Large Language Models Benchmark
by: Dai, Yongfu, et al.
Published: (2023)

Distilling Fine-grained Sentiment Understanding from Large Language Models
by: Zhang, Yice, et al.
Published: (2024)

Alignment for Efficient Tool Calling of Large Language Models
by: Xu, Hongshen, et al.
Published: (2025)

An Explicit Syllogistic Legal Reasoning Framework for Large Language Models
by: Zhang, Kepu, et al.
Published: (2025)

From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models
by: Liu, Jinyi, et al.
Published: (2025)

Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference
by: Cai, Hua, et al.
Published: (2025)

Aligning Large Language Models via Fine-grained Supervision
by: Xu, Dehong, et al.
Published: (2024)

INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance
by: Chen, Shisong, et al.
Published: (2025)

LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model
by: Zhou, Zhi, et al.
Published: (2024)

RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models
by: Hu, Xiangkun, et al.
Published: (2024)

A Large and Balanced Corpus for Fine-grained Arabic Readability Assessment
by: Elmadani, Khalid N., et al.
Published: (2025)

FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models
by: Guo, Xin, et al.
Published: (2023)

Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model
by: Chen, Zhonglong, et al.
Published: (2024)

Benchmarking Vision-Language Models on Chinese Ancient Documents: From OCR to Knowledge Reasoning
by: Yu, Haiyang, et al.
Published: (2025)

BlockPruner: Fine-grained Pruning for Large Language Models
by: Zhong, Longguang, et al.
Published: (2024)

MedPRMBench: A Fine-grained Benchmark for Process Reward Models in Medical Reasoning
by: Wu, Lingyan, et al.
Published: (2026)

ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models
by: Hijazi, Faris, et al.
Published: (2024)

DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model
by: Xie, Nan, et al.
Published: (2024)

FFN: a Fine-grained Chinese-English Financial Domain Parallel Corpus
by: Fu, Yuxin, et al.
Published: (2024)

SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models
by: Xu, Zixiang, et al.
Published: (2025)

CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models
by: Han, Kairong, et al.
Published: (2025)

C-VARC: A Large-Scale Chinese Value Rule Corpus for Value Alignment of Large Language Models
by: Wu, Ping, et al.
Published: (2025)

Fine-grained Stateful Knowledge Exploration: Effective and Efficient Graph Retrieval with Large Language Models
by: Tao, Dehao, et al.
Published: (2024)

Sparsity-Accelerated Training for Large Language Models
by: Ma, Da, et al.
Published: (2024)

StressEval: Failure-Driven Dynamic Benchmarking for Knowledge-Intensive Reasoning in Large Language Models
by: Chen, Yongrui, et al.
Published: (2026)

PediaBench: A Comprehensive Chinese Pediatric Dataset for Benchmarking Large Language Models
by: Zhang, Qian, et al.
Published: (2024)

ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models
by: Zhang, Hengxiang, et al.
Published: (2024)

TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models
by: Zhang, Xue, et al.
Published: (2024)

FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models
by: Liu, Yan, et al.
Published: (2024)

TCM-3CEval: A Triaxial Benchmark for Assessing Responses from Large Language Models in Traditional Chinese Medicine
by: Huang, Tianai, et al.
Published: (2025)

SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Texts
by: Lasandi, Minduli, et al.
Published: (2026)

InternLM-Law: An Open Source Chinese Legal Large Language Model
by: Fei, Zhiwei, et al.
Published: (2024)

Reasoning Abilities of Large Language Models: In-Depth Analysis on the Abstraction and Reasoning Corpus
by: Lee, Seungpil, et al.
Published: (2024)

UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
by: Xu, Xin, et al.
Published: (2025)

Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge
by: Fang, Yue, et al.
Published: (2025)

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
by: Luo, Linhao, et al.
Published: (2024)

Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models
by: Peng, Xiao, et al.
Published: (2024)

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
by: Lyu, Yuanjie, et al.
Published: (2024)