Add task category, library name and project page link

This PR adds the `text-generation` task category and `datasets` library name to the dataset card, making it easier to discover this dataset for text generation tasks.
It also adds a link to the project page.

README.md

@@ -1,9 +1,12 @@
 ---
 license: apache-2.0
+task_categories:
+- text-generation
+library_name: datasets
 ---
 
 # 🔬 EAI-Taxonomy STEM w/ DCLM (100B sample)
-[🏆 Website](https://www.essential.ai/)  |  [🖥️ Code](https://github.com/Essential-AI/eai-taxonomy)  |  [📖 Paper](https://huggingface.co/papers/2506.14111)
+[🏆 Website](https://www.essential.ai/)  |  [🖥️ Code](https://github.com/Essential-AI/eai-taxonomy)  |  [📖 Paper](https://huggingface.co/papers/2506.14111) | [🌍 Project Page](https://huggingface.co/datasets/EssentialAI/essential-web-v1.0)
 
 A high-quality STEM dataset curated from web data using taxonomy-based filtering, containing **100 billion tokens** of science, technology, engineering, and mathematics content.
 
@@ -165,7 +168,7 @@ Updated classification based on WebOrganizer taxonomy with refined categories fo
 | Primary Code | Main document type code (v2) | `eai_taxonomy.document_type_v2.primary.code` |
 | Primary Label | Main document type label (v2) | `eai_taxonomy.document_type_v2.primary.label` |
 | Secondary Code | Alternative document type code (v2) | `eai_taxonomy.document_type_v2.secondary.code` |
-| Secondary Label | Alternative document type label (v2) | `eai_taxonomy.document_type_v2.secondary.label` |
+| Secondary Label | Alternative document type label | `eai_taxonomy.document_type_v2.secondary.label` |
 
 **Complete Value Mapping:**
 | Code | Label | Examples |