update_arxiv

README.md

@@ -23,6 +23,8 @@ license: apache-2.0
 
 **Release Blog available on [OpenTyphoon Blog](https://opentyphoon.ai/blog/en/typhoon-ocr-release)**
 
+**Technical Report available on [Arxiv](https://arxiv.org/abs/2601.14722)**
+
 *Remark: This model is intended to be used with a specific prompt only; it will not work with any other prompts.
 
 *Remark: If you want to run the model locally, we recommend using the Ollama build at https://ollama.com/scb10x. We’ve found that the GGUF files for llama.cpp or LM Studio may suffer from accuracy issues.
@@ -266,15 +268,15 @@ This is a task-specific model intended to be used only with the provided prompts
 
 ## **Citation**
 
-- If you find Typhoon2 useful for your work, please cite it using:
+- If you find Typhoon OCR useful for your work, please cite it using:
 ```
-@misc{typhoon2,
-      title={Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models}, 
-      author={Kunat Pipatanakul and Potsawee Manakul and Natapong Nitarach and Warit Sirichotedumrong and Surapon Nonesung and Teetouch Jaknamon and Parinthapat Pengpun and Pittawat Taveekitworachai and Adisai Na-Thalang and Sittipong Sripaisarnmongkol and Krisanapong Jirayoot and Kasima Tharnpipitchai},
-      year={2024},
-      eprint={2412.13702},
+@misc{nonesung2026typhoonocropenvisionlanguage,
+      title={Typhoon OCR: Open Vision-Language Model For Thai Document Extraction}, 
+      author={Surapon Nonesung and Natapong Nitarach and Teetouch Jaknamon and Pittawat Taveekitworachai and Kunat Pipatanakul},
+      year={2026},
+      eprint={2601.14722},
       archivePrefix={arXiv},
       primaryClass={cs.CL},
-      url={https://arxiv.org/abs/2412.13702}, 
+      url={https://arxiv.org/abs/2601.14722}, 
 }
 ```