Update README.md

README.md

@@ -1,9 +1,7 @@
 ---
 language:
 - en
-- zht
 - ar
-- zhs
 - es
 - fr
 - ru
@@ -67,6 +65,8 @@ arxiv: 2410.01171
 
 # BordIRLines Dataset
 
+This is the dataset associated with the paper "BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented Generation" ([link](https://arxiv.org/abs/2410.01171)).
+
 ## Dataset Summary
 
 The **BordIRLines Dataset** is an information retrieval (IR) dataset constructed from various language corpora. It contains queries and corresponding ranked docs along with their relevance scores. The dataset includes multiple languages, including English, Arabic, Spanish, and others, and is split across different sources like LLM-based outputs.
@@ -190,4 +190,15 @@ ds_zhs1 = load_dataset("borderlines/bordirlines", "zhs", split="openai.en")
 ds_zhs2 = load_dataset("borderlines/bordirlines", "zhs", split="openai.qlang")
 ```
 
-Note that for `dsd_control`, `en`
+## Citation
+```
+@misc{li2024bordirlines,
+      title={BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented Generation}, 
+      author={Bryan Li and Samar Haider and Fiona Luo and Adwait Agashe and Chris Callison-Burch},
+      year={2024},
+      eprint={2410.01171},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2410.01171}, 
+}
+```