Update README.md

README.md

@@ -11,7 +11,7 @@ tags:
 - medical
 - chemistry
 ---
-# Adapting Multimodal Large Language Models to Domains via Post-Training
+# Adapting Multimodal Large Language Models to Domains via Post-Training (EMNLP 2025)
 
 This repos contains the **biomedicine MLLM developed from Qwen-2-VL-2B-Instruct** in our paper: [On Domain-Specific Post-Training for Multimodal Large Language Models](https://huggingface.co/papers/2411.19930). The correspoding training dataset is in [medicine-visual-instructions](https://huggingface.co/datasets/AdaptLLM/medicine-visual-instructions).
 
@@ -108,10 +108,10 @@ See [Post-Train Guide](https://github.com/bigai-ai/QA-Synthesizer/blob/main/docs
 ## Citation
 If you find our work helpful, please cite us.
 
-[AdaMLLM](https://huggingface.co/papers/2411.19930)
+[Adapt MLLM to Domains](https://huggingface.co/papers/2411.19930) (EMNLP 2025 Findings)
 ```bibtex
 @article{adamllm,
-  title={On Domain-Specific Post-Training for Multimodal Large Language Models},
+  title={On Domain-Adaptive Post-Training for Multimodal Large Language Models},
   author={Cheng, Daixuan and Huang, Shaohan and Zhu, Ziyu and Zhang, Xintong and Zhao, Wayne Xin and Luan, Zhongzhi and Dai, Bo and Zhang, Zhenliang},
   journal={arXiv preprint arXiv:2411.19930},
   year={2024}