Update README.md

README.md

@@ -441,16 +441,19 @@ def comp4cls_pipeline(abstract: str, retrieve_fn, k: int = 10) -> dict:
 
 # Citation
 
+If you use **Comp4Cls** in your work, please cite:
+
+```bibtex
 @inproceedings{lim2026comp4cls,
-  author    = {Lim, C.},
-  title     = {Comp4Cls: {Semantic Compression} for Enhanced {Retrieval-Augmented Classification} of {Real-World Scientific and Technical Documents}},
+  author    = {Lim, Chanuk},
+  title     = {Comp4Cls: Semantic Compression for Enhanced Retrieval-Augmented Classification of Real-World Scientific and Technical Documents},
   booktitle = {ICDE 2026 (submitted)},
   year      = {2026},
   note      = {Manuscript submitted for publication}
 }
+```
 
 # Acknowledgements
 
-* **This research was supported by the Korea Institute of Science and Technology Information (KISTI) in 2025 (No. (KISTI) K25L1M1C1), aimed at developing KONI (KISTI Open Neural Intelligence), a large language model specialized in science and technology.
-
-* **This work also benefited from the resources and technical support provided by the National Supercomputing Center (KISTI).
+* **Korea Institute of Science and Technology Information (KISTI)** — This research was supported in 2025 under project **K25L1M1C1**, as part of the development of **KONI (KISTI Open Neural Intelligence)**, a large language model specialized for science and technology.
+* **National Supercomputing Center (KISTI)** — We gratefully acknowledge the computational resources and technical support provided by the National Supercomputing Center.