Image de couverture de livre

Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Hu, Tianxiang, Zhang, Pei, Yang, Baosong, Xie, Jun, Wong, Derek F., Wang, Rui
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Direct Simultaneous Translation Activation for Large Audio-Language Models
par: Zhang, Pei, et autres
Publié: (2025)

Fine-tuning Large Language Models for Domain-specific Machine Translation
par: Zheng, Jiawei, et autres
Publié: (2024)

Investigating CoT Monitorability in Large Reasoning Models
par: Yang, Shu, et autres
Publié: (2025)

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models
par: Wang, Yiming, et autres
Publié: (2023)

Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation
par: Wang, Yiming, et autres
Publié: (2024)

Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model
par: Xu, Haoyun, et autres
Publié: (2024)

Instruction-tuned Large Language Models for Machine Translation in the Medical Domain
par: Rios, Miguel
Publié: (2024)

Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
par: Wang, Yiming, et autres
Publié: (2024)

TIBSTC-CoT: A Multi-Domain Instruction Dataset for Chain-of-Thought Reasoning in Language Models
par: Gao, Fan, et autres
Publié: (2025)

M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
par: Chen, Qiguang, et autres
Publié: (2024)

FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
par: Gao, Yan, et autres
Publié: (2025)

Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
par: Jiang, Shuting, et autres
Publié: (2026)

Creating Domain-Specific Translation Memories for Machine Translation Fine-tuning: The TRENCARD Bilingual Cardiology Corpus
par: Dogru, Gokhan
Publié: (2024)

EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge
par: Zhao, Xuyang, et autres
Publié: (2024)

PART: Progressive Alignment Representation Training for Multilingual Speech-To-Text with LLMs
par: Zhang, Pei, et autres
Publié: (2025)

CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
par: Mo, Haosi, et autres
Publié: (2025)

ToxiFrench: Benchmarking and Enhancing Language Models via CoT Fine-Tuning for French Toxicity Detection
par: Delaval, Axel, et autres
Publié: (2025)

CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model
par: Shi, Zhengpeng, et autres
Publié: (2024)

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

Fine-tuning Large Language Models with Sequential Instructions
par: Hu, Hanxu, et autres
Publié: (2024)

Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
par: Ma, Ziyang, et autres
Publié: (2025)

Fine-Tuned Language Models for Domain-Specific Summarization and Tagging
par: Wang, Jun, et autres
Publié: (2025)

Dial-insight: Fine-tuning Large Language Models with High-Quality Domain-Specific Data Preventing Capability Collapse
par: Sun, Jianwei, et autres
Publié: (2024)

M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models
par: Kwan, Wai-Chung, et autres
Publié: (2023)

HardMTBench: Stress-Testing Chinese-English Translation on Knowledge-Intensive Domains
par: Li, Zheng, et autres
Publié: (2026)

Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning
par: Jin, Senjie, et autres
Publié: (2025)

Multilingual and Multi-topical Benchmark of Fine-tuned Language models and Large Language Models for Check-Worthy Claim Detection
par: Hyben, Martin, et autres
Publié: (2023)

InsQABench: Benchmarking Chinese Insurance Domain Question Answering with Large Language Models
par: Ding, Jing, et autres
Publié: (2025)

Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders
par: Deng, Boyi, et autres
Publié: (2025)

DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression
par: Huang, Wei, et autres
Publié: (2025)

Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
par: Wang, Rui, et autres
Publié: (2024)

Domain Terminology Integration into Machine Translation: Leveraging Large Language Models
par: Moslem, Yasmin, et autres
Publié: (2023)

Fine-tuning and Utilization Methods of Domain-specific LLMs
par: Jeong, Cheonsu
Publié: (2024)

Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models
par: Pang, Jianhui, et autres
Publié: (2024)

Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning
par: Zhao, Hang, et autres
Publié: (2024)

DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization
par: Yuan, Haohan, et autres
Publié: (2024)

MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting
par: Li, Tianhao, et autres
Publié: (2024)

A Fine-tuning Dataset and Benchmark for Large Language Models for Protein Understanding
par: Shen, Yiqing, et autres
Publié: (2024)

AICoderEval: Improving AI Domain Code Generation of Large Language Models
par: Xia, Yinghui, et autres
Publié: (2024)

Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation
par: Wang, Yibo, et autres
Publié: (2025)