Image de couverture de livre

Building from Scratch: A Multi-Agent Framework with Human-in-the-Loop for Multilingual Legal Terminology Mapping

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Meng, Lingyi, Liu, Maolin, Wang, Hao, Cheng, Yilan, Yang, Qi, Mohanmmed, Idlkaid
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators
par: Lango, Mateusz, et autres
Publié: (2025)

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
par: He, Zhitao, et autres
Publié: (2024)

On Verifiable Legal Reasoning: A Multi-Agent Framework with Formalized Knowledge Representations
par: Sadowski, Albert, et autres
Publié: (2025)

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
par: InternAgent Team, et autres
Publié: (2025)

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch
par: Wen, Xueru, et autres
Publié: (2025)

From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation
par: Lu, Mingfei, et autres
Publié: (2026)

MASLegalBench: Benchmarking Multi-Agent Systems in Deductive Legal Reasoning
par: Jing, Huihao, et autres
Publié: (2025)

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions
par: Yu, Tao, et autres
Publié: (2025)

Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
par: Yue, Shengbin, et autres
Publié: (2025)

Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework
par: Yang, Zhaorui, et autres
Publié: (2025)

ClawGym: A Scalable Framework for Building Effective Claw Agents
par: Bai, Fei, et autres
Publié: (2026)

StoryWriter: A Multi-Agent Framework for Long Story Generation
par: Xia, Haotian, et autres
Publié: (2025)

DeepRAG: Building a Custom Hindi Embedding Model for Retrieval Augmented Generation from Scratch
par: M, Nandakishor
Publié: (2025)

Ayn: A Tiny yet Competitive Indian Legal Language Model Pretrained from Scratch
par: Niyogi, Mitodru, et autres
Publié: (2024)

ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval
par: Tao, Mingxu, et autres
Publié: (2025)

Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
par: Wu, Suhang, et autres
Publié: (2025)

MultiLegalPile: A 689GB Multilingual Legal Corpus
par: Niklaus, Joel, et autres
Publié: (2023)

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters
par: Cheng, Shanbo, et autres
Publié: (2025)

Multimodal Multi-Agent Empowered Legal Judgment Prediction
par: Kang, Zhaolu, et autres
Publié: (2026)

Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM
par: Gu, Qingshui, et autres
Publié: (2025)

Evolving and Executing Research Plans via Double-Loop Multi-Agent Collaboration
par: Zhang, Zhi, et autres
Publié: (2025)

CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG
par: Lee, Nayeon, et autres
Publié: (2026)

clembench-2024: A Challenging, Dynamic, Complementary, Multilingual Benchmark and Underlying Flexible Framework for LLMs as Multi-Action Agents
par: Beyer, Anne, et autres
Publié: (2024)

Building Robust and Scalable Multilingual ASR for Indian Languages
par: Gangwar, Arjun, et autres
Publié: (2025)

Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings
par: Li, Shiyu, et autres
Publié: (2025)

Culturally Adaptive Explainable LLM Assessment for Multilingual Information Disorder: A Human-in-the-Loop Approach
par: Jouneghani, Maziar Kianimoghadam
Publié: (2026)

L-MARS: Legal Multi-Agent Workflow with Orchestrated Reasoning and Agentic Search
par: Wang, Ziqi, et autres
Publié: (2025)

Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark
par: Cai, Yuxuan, et autres
Publié: (2025)

EUROPA: A Legal Multilingual Keyphrase Generation Dataset
par: Salaün, Olivier, et autres
Publié: (2024)

SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset
par: Xie, Peng, et autres
Publié: (2025)

LegalChainReasoner: A Legal Chain-guided Framework for Criminal Judicial Opinion Generation
par: Shi, Weizhe, et autres
Publié: (2025)

LLMs as Function Approximators: Terminology, Taxonomy, and Questions for Evaluation
par: Schlangen, David
Publié: (2024)

What Generative Artificial Intelligence Means for Terminological Definitions
par: Martín, Antonio San
Publié: (2024)

Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch
par: Kim, Hyunwoo, et autres
Publié: (2026)

From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation
par: Barman, Amit, et autres
Publié: (2025)

LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
par: Chen, Zerui, et autres
Publié: (2026)

JAILJUDGE: A Comprehensive Jailbreak Judge Benchmark with Multi-Agent Enhanced Explanation Evaluation Framework
par: Liu, Fan, et autres
Publié: (2024)

MuTSE: A Human-in-the-Loop Multi-use Text Simplification Evaluator
par: Roscan, Rares-Alexandru, et autres
Publié: (2026)

OAgents: An Empirical Study of Building Effective Agents
par: Zhu, He, et autres
Publié: (2025)

Evaluating the Limits of Large Language Models in Multilingual Legal Reasoning
par: Ioannou, Antreas, et autres
Publié: (2025)