diff --git a/_bibliography/papers.bib b/_bibliography/papers.bib
index 8ade0232..5aa93d23 100644
--- a/_bibliography/papers.bib
+++ b/_bibliography/papers.bib
@@ -18,11 +18,11 @@ @misc{dvivedi2023comparative
 @misc{bhatia2023unit,
       title={Unit Test Generation using Generative AI : A Comparative Performance Analysis of Autogeneration Tools}, 
       author={Shreya Bhatia and Tarushi Gandhi and Dhruv Kumar and Pankaj Jalote},
-      year={2023},
+      year={2024},
       eprint={2312.10622},
       archivePrefix={arXiv},
       primaryClass={cs.SE},
-      abbr      = {arXiv},
+      abbr      = {LLM4Code-ICSE},
       html = {https://arxiv.org/abs/2312.10622},
       selected=true
 }
@@ -42,7 +42,7 @@ @misc{anishka2023chatgpt
 @misc{joshi2023its,
       title={"It's not like Jarvis, but it's pretty close!" -- Examining ChatGPT's Usage among Undergraduate Students in Computer Science}, 
       author={Ishika Joshi$*$ and Ritvik Budhiraja$*$ and Harshal D Akolekar and Jagat Sesh Challa and Dhruv Kumar},
-      year={2023},
+      year={2024},
       eprint={2311.09651},
       archivePrefix={arXiv},
       primaryClass={cs.HC},
@@ -66,7 +66,7 @@ @misc{joshi2023lets
 @misc{joshi2023chatgpt,
       title={ChatGPT in the Classroom: An Analysis of Its Strengths and Weaknesses for Solving Undergraduate Computer Science Questions}, 
       author={Ishika Joshi$*$ and Ritvik Budhiraja$*$ and Harshal Dev and Jahnvi Kadia and M. Osama Ataullah and Sayan Mitra and Dhruv Kumar and Harshal D. Akolekar},
-      year={2023},
+      year={2024},
       eprint={2304.14993},
       archivePrefix={arXiv},
       primaryClass={cs.HC},