ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Jiaan, Meng, Fandong, Zhou, Jie |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DeepTrans: Deep Reasoning Translation via Reinforcement Learning
by: Wang, Jiaan, et al.
Published: (2025)
by: Wang, Jiaan, et al.
Published: (2025)
DRT: Deep Reasoning Translation via Long Chain-of-Thought
by: Wang, Jiaan, et al.
Published: (2024)
by: Wang, Jiaan, et al.
Published: (2024)
Retrieval-Augmented Machine Translation with Unstructured Knowledge
by: Wang, Jiaan, et al.
Published: (2024)
by: Wang, Jiaan, et al.
Published: (2024)
Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge
by: Sun, Zengkui, et al.
Published: (2024)
by: Sun, Zengkui, et al.
Published: (2024)
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation
by: Xu, Yulin, et al.
Published: (2022)
by: Xu, Yulin, et al.
Published: (2022)
SlangDIT: Benchmarking LLMs in Interpretative Slang Translation
by: Liang, Yunlong, et al.
Published: (2025)
by: Liang, Yunlong, et al.
Published: (2025)
An Empirical Study of Many-to-Many Summarization with Large Language Models
by: Wang, Jiaan, et al.
Published: (2025)
by: Wang, Jiaan, et al.
Published: (2025)
Cross-Lingual Knowledge Editing in Large Language Models
by: Wang, Jiaan, et al.
Published: (2023)
by: Wang, Jiaan, et al.
Published: (2023)
TasTe: Teaching Large Language Models to Translate through Self-Reflection
by: Wang, Yutong, et al.
Published: (2024)
by: Wang, Yutong, et al.
Published: (2024)
CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers
by: Hu, Yong, et al.
Published: (2022)
by: Hu, Yong, et al.
Published: (2022)
Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
by: Lan, Zhibin, et al.
Published: (2024)
by: Lan, Zhibin, et al.
Published: (2024)
Learning When to Translate for Multilingual Reasoning
by: Kang, Deokhyung, et al.
Published: (2026)
by: Kang, Deokhyung, et al.
Published: (2026)
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation
by: Sun, Zengkui, et al.
Published: (2024)
by: Sun, Zengkui, et al.
Published: (2024)
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
by: Wang, Yutong, et al.
Published: (2024)
by: Wang, Yutong, et al.
Published: (2024)
Beyond Next Token Prediction: Patch-Level Training for Large Language Models
by: Shao, Chenze, et al.
Published: (2024)
by: Shao, Chenze, et al.
Published: (2024)
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models
by: Yang, Zhen, et al.
Published: (2023)
by: Yang, Zhen, et al.
Published: (2023)
Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning
by: Zhang, Xue, et al.
Published: (2025)
by: Zhang, Xue, et al.
Published: (2025)
General learned delegation by clones
by: Li, Darren, et al.
Published: (2026)
by: Li, Darren, et al.
Published: (2026)
Exemplar-Guided Planing: Enhanced LLM Agent for KGQA
by: Xu, Jingao, et al.
Published: (2025)
by: Xu, Jingao, et al.
Published: (2025)
Continuous Autoregressive Language Models
by: Shao, Chenze, et al.
Published: (2025)
by: Shao, Chenze, et al.
Published: (2025)
On the Shortcut Learning in Multilingual Neural Machine Translation
by: Wang, Wenxuan, et al.
Published: (2024)
by: Wang, Wenxuan, et al.
Published: (2024)
CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning
by: Onyame, Eric, et al.
Published: (2026)
by: Onyame, Eric, et al.
Published: (2026)
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training
by: Zhang, Zhou, et al.
Published: (2024)
by: Zhang, Zhou, et al.
Published: (2024)
RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
by: Wang, Yanli, et al.
Published: (2024)
by: Wang, Yanli, et al.
Published: (2024)
From Prediction to Justification: Aligning Sentiment Reasoning with Human Rationale via Reinforcement Learning
by: Zhang, Shihao, et al.
Published: (2026)
by: Zhang, Shihao, et al.
Published: (2026)
Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning
by: Wang, Jiaan, et al.
Published: (2024)
by: Wang, Jiaan, et al.
Published: (2024)
On the token distance modeling ability of higher RoPE attention dimension
by: Hong, Xiangyu, et al.
Published: (2024)
by: Hong, Xiangyu, et al.
Published: (2024)
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
by: Chen, Mingyang, et al.
Published: (2025)
by: Chen, Mingyang, et al.
Published: (2025)
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
by: Lan, Zhibin, et al.
Published: (2025)
by: Lan, Zhibin, et al.
Published: (2025)
Is Multilingual LLM Watermarking Truly Multilingual? Scaling Robustness to 100+ Languages via Back-Translation
by: Mohamed, Asim, et al.
Published: (2025)
by: Mohamed, Asim, et al.
Published: (2025)
ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning
by: Qiao, Ziqing, et al.
Published: (2025)
by: Qiao, Ziqing, et al.
Published: (2025)
GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning
by: Luo, Jinchang, et al.
Published: (2025)
by: Luo, Jinchang, et al.
Published: (2025)
Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation
by: Zhou, Jiang, et al.
Published: (2026)
by: Zhou, Jiang, et al.
Published: (2026)
RoRecomp: Enhancing Reasoning Efficiency via Rollout Response Recomposition in Reinforcement Learning
by: Li, Gang, et al.
Published: (2025)
by: Li, Gang, et al.
Published: (2025)
OmniFusion: Simultaneous Multilingual Multimodal Translations via Modular Fusion
by: Koneru, Sai, et al.
Published: (2025)
by: Koneru, Sai, et al.
Published: (2025)
PMMT: Preference Alignment in Multilingual Machine Translation via LLM Distillation
by: Sun, Shuqiao, et al.
Published: (2024)
by: Sun, Shuqiao, et al.
Published: (2024)
DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
by: Guan, Xinyan, et al.
Published: (2025)
by: Guan, Xinyan, et al.
Published: (2025)
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
by: DeepSeek-AI, et al.
Published: (2025)
by: DeepSeek-AI, et al.
Published: (2025)
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
by: Shen, Maohao, et al.
Published: (2025)
by: Shen, Maohao, et al.
Published: (2025)
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
by: Ren, Z. Z., et al.
Published: (2025)
by: Ren, Z. Z., et al.
Published: (2025)
Similar Items
-
DeepTrans: Deep Reasoning Translation via Reinforcement Learning
by: Wang, Jiaan, et al.
Published: (2025) -
DRT: Deep Reasoning Translation via Long Chain-of-Thought
by: Wang, Jiaan, et al.
Published: (2024) -
Retrieval-Augmented Machine Translation with Unstructured Knowledge
by: Wang, Jiaan, et al.
Published: (2024) -
Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge
by: Sun, Zengkui, et al.
Published: (2024) -
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation
by: Xu, Yulin, et al.
Published: (2022)