Image de couverture de livre

Loong: A Human-Like Long Document Translation Agent with Observe-and-Act Adaptive Context Selection

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Yutong, Liu, Xuebo, Wong, Derek F., Li, Zhilin, Jiang, Rongqing, Zhang, Min, Tao, Shimin, Wei, Daimeng
Format:	Preprint
Publié:	2026
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

DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
par: Wang, Yutong, et autres
Publié: (2024)

Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement
par: Dong, Yichen, et autres
Publié: (2025)

DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators
par: Lyu, Xinglin, et autres
Publié: (2024)

Improving LLM-based Document-level Machine Translation with Multi-Knowledge Fusion
par: Liu, Bin, et autres
Publié: (2025)

Cross-Preference Learning for Sentence-Level and Context-Aware Machine Translation
par: Li, Ying, et autres
Publié: (2026)

DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation
par: Lyu, Xinglin, et autres
Publié: (2025)

LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
par: Wang, Siyuan, et autres
Publié: (2025)

Unlocking Fine-Grained Translation Quality Estimation in LRMs through Synergistically Evolving Implicit and Explicit Reasoning
par: Dang, Renfei, et autres
Publié: (2026)

LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
par: Gu, Diandian, et autres
Publié: (2024)

Towards Fine-Grained Code-Switch Speech Translation with Semantic Space Alignment
par: Gao, Yan, et autres
Publié: (2025)

Revisiting Demonstration Selection Strategies in In-Context Learning
par: Peng, Keqin, et autres
Publié: (2024)

TasTe: Teaching Large Language Models to Translate through Self-Reflection
par: Wang, Yutong, et autres
Publié: (2024)

SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
par: Liu, Liangxin, et autres
Publié: (2024)

AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
par: Wang, Zhexuan, et autres
Publié: (2025)

3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset
par: Ma, Xinyu, et autres
Publié: (2024)

DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
par: Zhou, Xiabin, et autres
Publié: (2024)

Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers
par: Huang, Xingyue, et autres
Publié: (2025)

AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
par: Tian, Chunhao, et autres
Publié: (2025)

AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning
par: Wang, Yutong, et autres
Publié: (2026)

LoongServe: Efficiently Serving Long-Context Large Language Models with Elastic Sequence Parallelism
par: Wu, Bingyang, et autres
Publié: (2024)

FoldAct: Efficient and Stable Context Folding for Long-Horizon Search Agents
par: Shao, Jiaqi, et autres
Publié: (2025)

HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation
par: Zhang, Shijie, et autres
Publié: (2025)

MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems
par: Wang, Zhexuan, et autres
Publié: (2026)

Loong: Generating Minute-level Long Videos with Autoregressive Language Models
par: Wang, Yuqing, et autres
Publié: (2024)

SGIC: A Self-Guided Iterative Calibration Framework for RAG
par: Chen, Guanhua, et autres
Publié: (2025)

UT-ACA: Uncertainty-Triggered Adaptive Context Allocation for Long-Context Inference
par: Zhou, Lang, et autres
Publié: (2026)

Act-Observe-Rewrite: Multimodal Coding Agents as In-Context Policy Learners for Robot Manipulation
par: Kumar, Vaishak
Publié: (2026)

Enhancing Document-level Translation of Large Language Model via Translation Mixed-instructions
par: Li, Yachao, et autres
Publié: (2024)

A Multitask Training Approach to Enhance Whisper with Contextual Biasing and Open-Vocabulary Keyword Spotting
par: Li, Yuang, et autres
Publié: (2023)

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

OGER: A Robust Offline-Guided Exploration Reward for Hybrid Reinforcement Learning
par: Ma, Xinyu, et autres
Publié: (2026)

Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore
par: Wu, Junchao, et autres
Publié: (2024)

Align-then-Slide: A complete evaluation framework for Ultra-Long Document-Level Machine Translation
par: Guo, Jiaxin, et autres
Publié: (2025)

RemoteAgent: Bridging Vague Human Intents and Earth Observation with RL-based Agentic MLLMs
par: Yao, Liang, et autres
Publié: (2026)

R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning
par: He, Minggui, et autres
Publié: (2025)

Doc-Guided Sent2Sent++: A Sent2Sent++ Agent with Doc-Guided memory for Document-level Machine Translation
par: Guo, Jiaxin, et autres
Publié: (2025)

Automatic Evaluation Metrics for Document-level Translation: Overview, Challenges and Trends
par: GUO, Jiaxin, et autres
Publié: (2025)

Cross-Domain Audio Deepfake Detection: Dataset and Analysis
par: Li, Yuang, et autres
Publié: (2024)

AirFogSim: A Python Package for Benchmarking Collaborative Intelligence in Low-Altitude Vehicular Fog Computing
par: Wei, Zhiwei, et autres
Publié: (2025)

AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
par: Feng, Zhaopeng, et autres
Publié: (2026)