Update README.md

README.md

@@ -1,11 +1,21 @@
 ---
 license: wtfpl
+task_categories:
+- token-classification
+language:
+- en
+tags:
+- cognition
+- concepts
+- clusters
+- categories
 ---
 **Dataset Summary**
 
 This dataset provides digitized versions of classic human categorization benchmarks from seminal cognitive psychology studies by Rosch (1973, 1975) and McCloskey & Glucksberg (1978). These datasets capture human judgments about semantic categories and typicality, offering high-fidelity insights into how humans organize conceptual knowledge.
 
-This dataset was released as part of the study "From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning" (Shani et al., 2025), which quantitatively compares human and large language model (LLM) conceptual representations using information-theoretic tools.
+This dataset was released as part of the study "[From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning"](https://arxiv.org/abs/2505.17117) 
+ (Shani et al., 2025), which quantitatively compares human and large language model (LLM) conceptual representations using information-theoretic tools.
 
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 **Supported Tasks and Leaderboards**
@@ -73,7 +83,4 @@ If you use this dataset, please cite:
   journal={arXiv preprint arXiv:2505.17117},
   year={2025}
 }
-```
-
-
-
+```