Update README.md

README.md

@@ -6322,7 +6322,7 @@ More details to come.
 <!-- Provide the basic links for the dataset. -->
 
 - **Repository:** https://github.com/clarana/ez-data-ablations
-- **Paper [optional]:** [More Information Needed]
+- **Paper:** [Scalable Data Ablation Approximations for Language Models through Modular Training and Merging](https://arxiv.org/abs/2410.15661)
 - **Demo [optional]:** [More Information Needed]
 
 ## Uses
@@ -6358,7 +6358,7 @@ More details to come.
 ### Source Data
 
 <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
-This dataset is a re-partitioned Scientific documents available on SemanticScholar.
+This dataset is a re-partitioned version of S2ORC, a corpus of scientific documents available through SemanticScholar.
 
 #### Data Collection and Processing
 
@@ -6394,7 +6394,7 @@ This dataset is a re-partitioned Scientific documents available on SemanticSchol
 ## Citation [optional]
 
 <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
-
+**[[ArXiv]]**(https://arxiv.org/abs/2410.15661): Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
 
 **BibTeX:**
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