Update README.md

README.md

@@ -49,9 +49,40 @@ size_categories:
     <img src="https://github.com/hitz-zentroa/This-is-not-a-Dataset/raw/main/assets/tittle.png" style="height: 250px;">
 </p>
 
-<p align="center">
-    <a href="HiTZ/This-is-not-a-dataset"><img alt="Paper" src="https://img.shields.io/badge/📖-Paper-orange"></a><a href="http://www.hitz.eus/"><img src="https://img.shields.io/badge/HiTZ-Basque%20Center%20for%20Language%20Technology-blueviolet"></a><a href="http://www.ixa.eus/?language=en"><img src="https://img.shields.io/badge/IXA-%20NLP%20Group-ff3333"></a><a href="https://www.ehu.eus/en/web/lorea/web-gunea"><img src="https://img.shields.io/badge/LoRea-%20Logic%20and%20Reasoning%20Group-ff3"></a>
+<h3 align="center">"A Large Negation Benchmark to Challenge Large Language Models"</h3>
+
+<p align="justify">
+We introduce a large semi-automatically generated dataset of ~400,000 descriptive sentences about commonsense knowledge that can be true or false in which negation is present in about 2/3 of the corpus in different forms that we use to evaluate LLMs.
 </p>
 
-<h3 align="center">"A Large Negation Benchmark to Challenge Large Language Models"</h3>
-    
+- 📖 Paper: [This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models (EMNLP'23)]()
+- 💻 Baseline Code the Official Scorer: [https://github.com/hitz-zentroa/This-is-not-a-Dataset](https://github.com/hitz-zentroa/This-is-not-a-Dataset)
+
+# Data explanation
+
+- **pattern_id** (int): The ID of the pattern,in range [1,11]
+- **pattern** (str): The name of the pattern
+- **test_id** (int): For each pattern we use a set of templates to instanciate the triples. Examples are grouped in triples by test id
+- **negation_type** (str): Affirmation, verbal, non-verbal
+- **semantic_type** (str): None (for affirmative sentences), analytic, synthetic
+- **syntactic_scope** (str): None (for affirmative sentences), clausal, subclausal
+- **isDistractor** (bool): We use distractors (randonly selectec synsets) to generate false kwoledge.
+- **<span style="color:green">sentence</span>**  (str): The sentence. <ins>This is the input of the model</ins>
+- **<span style="color:green">label</span>** (bool): The label of the example, True if the statement is true, False otherwise. <ins>This is the target of the model</ins>
+
+If you want to run experiments with this dataset, please, use the [Official Scorer](https://github.com/hitz-zentroa/This-is-not-a-Dataset#scorer) to ensure reproducibility and fairness. 
+
+# Citation
+The paper will be presented at EMNLP 2023, the citation will be available soon. For now, you can use the following bibtex:
+
+```bibtex
+@inproceedings{this-is-not-a-dataset,
+    title = "This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models",
+    author = "Iker García-Ferrero, Begoña Altuna, Javier Alvez, Itziar Gonzalez-Dios, German Rigau",
+    booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
+    year = "2023",
+    publisher = "Association for Computational Linguistics",
+}
+```
+
+