Update README

README.md

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 **MobileDev-Bench** is a benchmark of **407 verified real-world issue-resolution tasks** collected from 19 production mobile app repositories spanning Android Native (Java/Kotlin), React Native (TypeScript), and Flutter (Dart). It evaluates the ability of large language models to resolve authentic developer-reported issues in mobile applications through execution-based validation.
 
-<!-- > **Paper:** [MobileDev-Bench: A Benchmark for Issue Resolution in Mobile Application Development](https://arxiv.org/abs/2603.24946) -->
-
 >**GitHub:** [mobiledev-bench](https://github.com/MobileDev-Bench/mobiledev-bench) *(evaluation harness, scripts, docker images)*
 
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@@ -166,14 +164,3 @@ git clone https://huggingface.co/datasets/MobileDev-Bench/mobiledev-bench
 
 **_to be updated_**
 
-<!-- ```bibtex
-@misc{fakorede2026mobiledevbench,
-    title={MobileDev-Bench: A Benchmark for Issue Resolution in Mobile Application Development},
-    author={Moshood A. Fakorede and Krishna Upadhyay and A. B. Siddique and Umar Farooq},
-    year={2026},
-    eprint={2603.24946},
-    archivePrefix={arXiv},
-    primaryClass={cs.SE},
-    url={https://arxiv.org/abs/2603.24946},
-}
-``` -->