Image de couverture de livre

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yang, Xinyu, Deng, Chenlong, Wen, Tongyu, Xie, Binyu, Dou, Zhicheng
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

GLARE: Agentic Reasoning for Legal Judgment Prediction
par: Yang, Xinyu, et autres
Publié: (2025)

SmartSearch: Process Reward-Guided Query Refinement for Search Agents
par: Wen, Tongyu, et autres
Publié: (2026)

WebThinker: Empowering Large Reasoning Models with Deep Research Capability
par: Li, Xiaoxi, et autres
Publié: (2025)

Defending against Indirect Prompt Injection by Instruction Detection
par: Wen, Tongyu, et autres
Publié: (2025)

Proof-of-Use: Mitigating Tool-Call Hacking in Deep Research Agents
par: Ma, SHengjie, et autres
Publié: (2025)

Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation
par: Zhang, Chenghao, et autres
Publié: (2026)

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration
par: Chen, Yifei, et autres
Publié: (2026)

Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation
par: Deng, Chenlong, et autres
Publié: (2024)

ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use
par: Deng, Mengjie, et autres
Publié: (2025)

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
par: Song, Xiaoshuai, et autres
Publié: (2026)

Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments
par: Jia, Zheng, et autres
Publié: (2025)

PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers
par: Xiong, Lei, et autres
Publié: (2026)

DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent
par: Wu, Tongzhou, et autres
Publié: (2026)

Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
par: Deng, Chenlong, et autres
Publié: (2024)

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
par: Zhang, Chenghao, et autres
Publié: (2025)

DailyQA: A Benchmark to Evaluate Web Retrieval Augmented LLMs Based on Capturing Real-World Changes
par: Cheng, Jiehan, et autres
Publié: (2025)

A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis
par: Zhang, Binyu, et autres
Publié: (2025)

HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
par: Tan, Jiejun, et autres
Publié: (2025)

DeepAgent: A General Reasoning Agent with Scalable Toolsets
par: Li, Xiaoxi, et autres
Publié: (2025)

KAG-Thinker: Interactive Thinking and Deep Reasoning in LLMs via Knowledge-Augmented Generation
par: Zhang, Dalong, et autres
Publié: (2025)

MAP-Law: Coverage-Driven Retrieval Control for Multi-Turn Legal Consultation
par: Cheng, Qinchuan, et autres
Publié: (2026)

From Thinker to Society: Security in Hierarchical Autonomy Evolution of AI Agents
par: Zhang, Xiaolei, et autres
Publié: (2026)

Law in Silico: Simulating Legal Society with LLM-Based Agents
par: Wang, Yiding, et autres
Publié: (2025)

LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model
par: Zhou, Zhi, et autres
Publié: (2024)

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification
par: MiroMind Team, et autres
Publié: (2026)

Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning
par: Chen, Yifei, et autres
Publié: (2025)

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
par: Xu, Jun, et autres
Publié: (2025)

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
par: Dong, Guanting, et autres
Publié: (2026)

Compass-Thinker-7B Technical Report
par: Zeng, Anxiang, et autres
Publié: (2025)

Apriel-1.5-15b-Thinker
par: Radhakrishna, Shruthan, et autres
Publié: (2025)

Urban Comfort Assessment in the Era of Digital Planning: A Multidimensional, Data-driven, and AI-assisted Framework
par: Yang, Sijie, et autres
Publié: (2025)

FinSight: Towards Real-World Financial Deep Research
par: Jin, Jiajie, et autres
Publié: (2025)

From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning
par: Deng, Zhirui, et autres
Publié: (2024)

Real-Time Reasoning Agents in Evolving Environments
par: Wen, Yule, et autres
Publié: (2025)

LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
par: Zhou, Zhi, et autres
Publié: (2025)

SwarmThinkers: Learning Physically Consistent Atomic KMC Transitions at Scale
par: Li, Qi, et autres
Publié: (2025)

Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning
par: Hu, Yuyang, et autres
Publié: (2026)

Revisiting RAG Ensemble: A Theoretical and Mechanistic Analysis of Multi-RAG System Collaboration
par: Chen, Yifei, et autres
Publié: (2025)

Apriel-Nemotron-15B-Thinker
par: Radhakrishna, Shruthan, et autres
Publié: (2025)

Deep Research Agents: A Systematic Examination And Roadmap
par: Huang, Yuxuan, et autres
Publié: (2025)