Update README.md

README.md

@@ -19,10 +19,6 @@ configs:
   data_files:
   - split: validation
     path: poetry/validation-*
-- config_name: poetry_raw
-  data_files:
-  - split: validation
-    path: poetry_raw/validation-*
 dataset_info:
 - config_name: github_prs
   features:
@@ -126,19 +122,9 @@ dataset_info:
     num_examples: 1191
   download_size: 29473174
   dataset_size: 44217657
-- config_name: poetry_raw
-  features:
-  - name: gid
-    dtype: int64
-  - name: text
-    dtype: string
-  splits:
-  - name: validation
-    num_bytes: 121742965
-    num_examples: 1191
-  download_size: 80143199
-  dataset_size: 121742965
 ---
+# AbsenceBench: Language Models Can't Tell What's Missing
+[paper](https://arxiv.org/abs/2506.11440) [code](https://github.com/harvey-fin/absence-bench)
 
 # Dataset Card for AbsenceBench
 
@@ -165,7 +151,18 @@ We provide the source data for generating the poetry domain, originally from the
 Please refer to this [repo](https://github.com/harvey-fin/absence-bench) for scripts and more information.
 
 ## Citation
-[More information Needed]
+If you find this work useful, please cite our paper:
+```Bibtex
+@misc{fu2025absencebenchlanguagemodelscant,
+      title={AbsenceBench: Language Models Can't Tell What's Missing}, 
+      author={Harvey Yiyun Fu and Aryan Shrivastava and Jared Moore and Peter West and Chenhao Tan and Ari Holtzman},
+      year={2025},
+      eprint={2506.11440},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2506.11440}, 
+}
+```