Update README.md

README.md

@@ -14,4 +14,35 @@ tags:
 - scientometrics
 - citation_analysis
 - citation_intent_classification
----
+---
+
+## Llamacpp imatrix Quantizations of Qwen2.5-14B-CIC-SciCite
+
+Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b3772">b3772</a> for quantization.
+
+Original model: https://huggingface.co/sknow-lab/Qwen2.5-14B-CIC-SciCite
+
+## Prompt format
+
+```
+<|im_start|>system
+{system_prompt}<|im_end|>
+<|im_start|>user
+{prompt}<|im_end|>
+<|im_start|>assistant
+```
+
+
+# Citation
+
+```
+@misc{koloveas2025llmspredictcitationintent,
+      title={Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMs}, 
+      author={Paris Koloveas and Serafeim Chatzopoulos and Thanasis Vergoulis and Christos Tryfonopoulos},
+      year={2025},
+      eprint={2502.14561},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2502.14561}, 
+}
+```