Update README.md

README.md

@@ -10,7 +10,7 @@ tags:
 - arxiv
 - neurips
 - benchmark
-pretty_name: FORAGE CiteBench NeurIPS25
+pretty_name: FORAGE
 configs:
 - config_name: neurips25
   data_files:
@@ -20,9 +20,9 @@ configs:
     path: neurips25/source_papers.parquet
 ---
 
-# FORAGE — CiteBench NeurIPS25
+# The FORAGE Dataset
 
-An agentic retrieval benchmark based on the related works prediction task.
+FORAGE (Finding Out Related Articles via Generative Exploration) is an agentic retrieval benchmark based on the related works prediction task.
 
 ## Subset: `neurips25`