Update README.md

README.md

@@ -34,4 +34,84 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+task_categories:
+- text-generation
+- text-classification
+- summarization
+language:
+- sk
+tags:
+- legal
+- politic
+- transcripts
+- parliament
+- slovak
+pretty_name: Slovak Plenary Transcript Corpus (2001–2024)
+size_categories:
+- 100K<n<1M
 ---
+
+# Slovak Plenary Transcript Corpus (2001–2024)
+
+This dataset contains segmentated full-text transcripts of the **Slovak National Council** (Národná rada Slovenskej republiky) plenary sessions, covering a **23-year period from 2001 to 2024**. The transcripts were collected by scraping official `.docx` documents from the [Spoločná česko-slovenská digitálna parlamentná knižnica](https://www.nrsr.sk/dl/) and subsequently parsing it.
+
+## 📌 Dataset Summary
+
+- Total of **66,412,216 words**
+- Total of **220,721,383 tokens** (estimated using GPT-2 tokenizer)
+- Structured into speech segments with speaker names, roles
+- Includes contextual notes from transcribers (e.g., background noise, references)
+- Suitable for speech modeling, political discourse analysis, and Slovak NLP
+
+## 📁 Data Structure
+
+Each dataset sample is a dictionary with the following fields:
+
+```json
+{
+    "id": 2183662,
+    "session_num": 31,
+    "snapshot": "2018-05-16",
+    "session_name": "Autorizovaná rozprava",
+    "segment_num": 56,
+    "speaker": "Bugár, Béla, podpredseda NR SR",
+    "first_name": "Béla",
+    "last_name": "Bugár",
+    "role": "podpredseda NR SR",
+    "transcript": "Vážené panie poslankyne, páni poslanci, pristúpime k hlasovaniam. Prosím pána poslanca Laurenčíka, aby uviedol hlasovanie o návrhu uznesenia. (Ruch v sále.) Vážené panie poslankyne, páni poslanci, prosím o väčší kľud. Budeme hlasovať o návrhu na vyslanie príslušníkov ozbrojených síl Slovenskej republiky v rámci Posilnenej predsunutej prítomnosti NATO do Lotyšskej republiky, Litovskej republiky, Estónskej republiky a Poľskej republiky (tlač 977).",
+    "transcriber_notes": ["(Ruch v sále.)", "(tlač 977)"]
+}
+```
+
+### 🔍 Field Descriptions
+
+- **`id`**: Unique identifier of the row
+- **`session_num`**: Number of the session in the current election term
+- **`snapshot`**: Date on which the session took place
+- **`session_name`**: Name under which the session was listed
+- **`segment_num`**: Index of the speech segment within the session
+- **`speaker`**: Raw string capturing the full speaker line
+- **`first_name`**: Speaker’s parsed first name. This may sometimes be an initial (e.g., **B** in the case of **B. Bugár**).
+- **`last_name`**: Speaker’s parsed last name
+- **`role`**: Speaker’s official role at the time of the session
+- **`transcript`**: Full text of the speaker’s utterance
+- **`transcriber_notes`**: A list of in-transcript contextual notes (e.g., background noise, document references)
+
+> 💡 **Note:**
+> The fields `first_name`, `last_name`, and `role` were derived from the original `speaker` field using **regex** or **manual inspection**. Similarly, the `transcriber_notes` field was extracted using **regex matching**.
+
+A session is uniquely identified by the combination of `session_num` and `session_name`. In rare cases, these fields may be null. Such edge cases typically did not follow typical regular patterns and could not be reliably identified.
+Each `segment_num` represents a sequential speech segment within the session.
+
+## Authors
+
+This dataset was created and prepared by [Erik Božík](https://huggingface.co/erikbozik). Feel free to contact for questions or contributions. If you use the **Slovak Plenary Transcript Corpus (2001–2024)** in your research or project, please cite it as follows:
+
+```bibtex
+@misc{slovakplenary2024,
+  author = {Erik Božík},
+  title = {Slovak Plenary Transcript Corpus (2001–2024)},
+  year = {2025},
+  url = {https://huggingface.co/datasets/erikbozik/slovak-plenary-transcript-corpus}
+}
+```