Add dataset card

README.md

@@ -20,7 +20,7 @@ size_categories:
 - 100K<n<1M
 ---
 
-# paperlens-text
+# PaperLens-Text
 
 Text version of the **OpenReview-ICLR** and **arXiv** PaperLens datasets.
 
@@ -33,8 +33,8 @@ Each row is one unique paper. We release **all** extracted papers — not every
 
 ```python
 from datasets import load_dataset
-ds_arxiv = load_dataset("skonan/paperlens-text", "arxiv",           split="papers")
-ds_iclr  = load_dataset("skonan/paperlens-text", "openreview-iclr", split="papers")
+ds_arxiv = load_dataset("skonan/PaperLens-Text", "arxiv",           split="papers")
+ds_iclr  = load_dataset("skonan/PaperLens-Text", "openreview-iclr", split="papers")
 ```
 
 ## Schema
@@ -59,12 +59,12 @@ uv sync
 
 # arxiv training set
 uv run python scripts/reconstruction.py \
-    --hf_text_repo skonan/paperlens-text \
+    --hf_text_repo skonan/PaperLens-Text \
     --dataset_keys arxiv_50_50_balanced_per_venue_text_wmetadata_filtered24480_train
 
 # openreview-iclr training set
 uv run python scripts/reconstruction.py \
-    --hf_text_repo skonan/paperlens-text \
+    --hf_text_repo skonan/PaperLens-Text \
     --dataset_keys iclr_2020_2023_2025_2026_85_5_10_balanced_original_text_labelfix_v7_filtered_train
 ```