Update README.md

README.md

@@ -24,13 +24,14 @@ configs:
 
 ---
 
-# Dataset Card for **DAPFAM**
+# **DAPFAM**
+
+For more details on the dataset construction and baseline experimentations, see the accompanying paper: **Ayaou et al., 2025 — “DAPFAM: A Domain‑Aware Patent Retrieval Dataset Aggregated at the Family Level” (arXiv:2506.22141).**
 
-See the accompanying paper: **Ayaou et al., 2025 — “DAPFAM: A Domain‑Aware Patent Retrieval Dataset Aggregated at the Family Level” (arXiv:2506.22141).**
 
 ## Summary
 
-DAPFAM provides **1 247 balanced query patent families** and **45 336 target families** with forward/backward‑citation relevance labels (≈ 50 K pairs). Each relevant link is explicitly marked **in‑domain** or **out‑of‑domain** according to IPC 3‑char overlap, enabling rigorous cross‑domain evaluation.
+DAPFAM provides **1 247 domain balanced full-text query patent families** and **45 336 full-text target families** with forward/backward‑citation relevance labels (≈ 50 K pairs). Each relevant link is explicitly marked **in‑domain** or **out‑of‑domain** according to IPC 3‑char overlap, enabling rigorous cross‑domain evaluation.
 
 * Full text **(title · abstract · claims · description)** plus rich metadata for *every* family.
 * Multi‑jurisdictional, English‑only text (families may originate in US, JP, EP, CN, …).
@@ -49,12 +50,25 @@ qrels_all.parquet  # (all | in | out) four‑column tables → query_id · relev
 ```python
 from datasets import load_dataset
 
-ds = load_dataset("datalyes/dapfam", data_files="queries.parquet", split="train")
-print(ds[0].keys())
+#According to your usage, you might not need to load all 3 subsets
+
+ds = load_dataset("datalyes/DAPFAM_patent", "corpus")
+
+from datasets import load_dataset
+
+
+ds = load_dataset("datalyes/DAPFAM_patent", "queries")
+
+from datasets import load_dataset
+
+
+ds = load_dataset("datalyes/DAPFAM_patent", "relations")
 ```
 
 ## Citation
 
+If you find our paper or dataset helpful, please consider citing as follows:
+
 ```
 @misc{ayaou2025dapfam,
     title={DAPFAM: A Domain-Aware Patent Retrieval Dataset Aggregated at the Family Level},