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1. MT-R1-Zero MT-R1-Zero Public

   [EMNLP'25] Code for paper "MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning"

   Python 69 11

2. self_correct_mt self_correct_mt Public

   [NAACL'25] TEaR framework for paper "TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement"

   Ruby 51 14

3. ApodexAI/FrontierAgent ApodexAI/FrontierAgent Public

   🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS and Linux, no preinstall, no hard Docker dependency.

   Python 1.3k 120

4. SU-JIAYUAN/M-MAD SU-JIAYUAN/M-MAD Public

   [ACL'25] Repo for paper "M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation"

   Python 26 3

5. MT-Ladder MT-Ladder Public

   [EMNLP'24] Code and data for paper "Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level"

   Python 23 3

6. EC-Guide-KDDUP-2024 EC-Guide-KDDUP-2024 Public

   The solution and dataset of Team ZJU_AI4H in Amazon KDDCUP 2024 (Track 2 Top 2; Track 5 Top 5)

   11