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README.md

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-# MEET-MR (Machine Translation English–Thai MQM and Ranking)
+# MEET-MR
+**Advancing English–Thai Machine Translation Evaluation**
 
-Welcome to the official Hugging Face organization for the **MEET-MR** project. Our mission is to advance the state-of-the-art in machine translation evaluation, specifically focusing on low-resource and typologically distant language pairs like **English–Thai**.
+MEET-MR provides high-quality human-annotated benchmarks and models to bridge the evaluation gap for the English–Thai language pair. Our work focuses on fine-grained error analysis (MQM) and human preference alignment.
 
-## 🚀 Our Mission
-Evaluation remains a critical bottleneck in MT research. Automatic metrics often fail to capture the nuances of adequacy and fluency in Thai. We bridge this gap by providing high-quality, human-annotated datasets and fine-tuned quality estimation models that align closely with human judgment.
+### 🛠 Key Resources
+*   **[MEET-MR Dataset](https://huggingface.co/datasets/MEET-MR/MEET-MR):** 20k+ segments across 9 domains with MQM labels and 10-way human rankings.
+*   **[Evaluation Models](https://huggingface.co/MEET-MR/COMET-21-MEET-MR):** Fine-tuned COMET metrics optimized for English-Thai quality estimation.
 
-## 📊 Key Contributions
-- **MEET-MR Dataset**: A comprehensive benchmark containing over 20,000 segments across 9 domains, featuring professional MQM error annotations and 10-way human preference rankings.
-- **Evaluation Models**: Fine-tuned COMET-based metrics (COMET-22 and COMET-kiwi) specifically optimized for English-Thai translation quality estimation.
-- **Linguistic Diversity**: Data curated from diverse sources including medical terminology, legal treaties, technical manuals, and conversational text.
-
-## 🏫 Affiliations
-This project is a collaborative effort between:
-- **Department of Computer Engineering**, Faculty of Engineering, Chulalongkorn University.
-- **Department of Mathematics**, King’s College London.
-
-## 📖 Publications
-Our work was introduced at **EACL 2026**. 
-> Phuangrot, P., et al. (2026). *Machine Translation Evaluation English-Thai MQM Ranking Dataset*. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics.
-
-**[View Paper on OpenReview](https://openreview.net/forum?id=0IbK0VeN8y)**
+### 📖 Publication
+Introduced at **EACL 2026**: 
+*"Machine Translation Evaluation English-Thai MQM Ranking Dataset"*  
+[Read the Paper](https://openreview.net/forum?id=0IbK0VeN8y)
 
+### 🏫 Affiliations
+*   Department of Computer Engineering, **Chulalongkorn University**
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 *For inquiries or collaborations, please reach out via our primary repository issues or the contacts listed in our paper.*