Update README.md

README.md

@@ -3,7 +3,7 @@ license: apache-2.0
 ---
 # Mocha Checkpoint for BLIP-Base Model
 
-The official checkpoint of BLIP-Base model, finetuned on MS-COCO with the MOCHa RL framework, introduced in [MOCHa: Multi-Objective Reinforcement Mitigating Caption Hallucinations](https://arxiv.org/pdf/2312.03631.pdf)
+The official checkpoint of BLIP-Base model, finetuned on MS-COCO with the MOCHa RL framework, introduced in [Mitigating Open-Vocabulary Caption Hallucinations](https://arxiv.org/abs/2312.03631)
 
 [Project Page](https://assafbk.github.io/mocha/)
 
@@ -113,12 +113,12 @@ print(processor.decode(out[0], skip_special_tokens=True))
 
 bibtex:
 ```
-@misc{benkish2023mocha,
-      title={MOCHa: Multi-Objective Reinforcement Mitigating Caption Hallucinations}, 
+@misc{benkish2024mitigating,
+      title={Mitigating Open-Vocabulary Caption Hallucinations}, 
       author={Assaf Ben-Kish and Moran Yanuka and Morris Alper and Raja Giryes and Hadar Averbuch-Elor},
-      year={2023},
+      year={2024},
       eprint={2312.03631},
       archivePrefix={arXiv},
       primaryClass={cs.CV}
-      }
+}
 ```