Update README.md

README.md

@@ -12,8 +12,6 @@ tags:
 - naturallanguageprocessing
 - machinelearning
 pretty_name: HateBR
-size_categories:
-- 1M<n<10M
 ---
 
 # HateBR: The Evaluation Benchmark for Brazilian Portuguese Hate Speech Detection
@@ -25,10 +23,8 @@ It contains 7,000 documents, annotated across three distinct layers:
 Binary classification (offensive vs. non-offensive comments),
 Offensiveness level (highly, moderately, and slightly offensive messages),
 Hate speech targets.
-Each comment was annotated by three expert annotators, resulting in a high level of inter-annotator agreement.
-
-We hope that this expert-annotated dataset will contribute to advancing research in hate speech detection within the field of Natural Language Processing.
 
+Each comment was annotated by 3 (three) expert annotators, resulting in a high level of inter-annotator agreement.
 
 ### Dataset Description
 
@@ -40,9 +36,7 @@ We hope that this expert-annotated dataset will contribute to advancing research
 
 - **Repository:** https://github.com/franciellevargas/HateBR
 - **Demo:** NoHateBrazil (Brasil-Sem-Ódio): http://143.107.183.175:14581/
-- **Paper:**
-
-@inproceedings{vargas-etal-2022-hatebr, title = "{H}ate{BR}: A Large Expert Annotated Corpus of {B}razilian {I}nstagram Comments for Offensive Language and Hate Speech Detection", author = "Vargas, Francielle and Carvalho, Isabelle and Rodrigues de G{\'o}es, Fabiana and Pardo, Thiago and Benevenuto, Fabr{\'\i}cio", booktitle = "Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022)", year = "2022", address = "Marseille, France", publisher = "European Language Resources Association", url = "https://aclanthology.org/2022.lrec-1.777", pages = "7174--7183", }
+- **Papers:** @inproceedings{vargas-etal-2022-hatebr, title = "{H}ate{BR}: A Large Expert Annotated Corpus of {B}razilian {I}nstagram Comments for Offensive Language and Hate Speech Detection", author = "Vargas, Francielle and Carvalho, Isabelle and Rodrigues de G{\'o}es, Fabiana and Pardo, Thiago and Benevenuto, Fabr{\'\i}cio", booktitle = "Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022)", year = "2022", address = "Marseille, France", publisher = "European Language Resources Association", url = "https://aclanthology.org/2022.lrec-1.777", pages = "7174--7183", }
 
 @article{Vargas_Carvalho_Pardo_Benevenuto_2024, author={Vargas, Francielle and Carvalho, Isabelle and Pardo, Thiago A. S. and Benevenuto, Fabrício}, title={Context-aware and expert data resources for Brazilian Portuguese hate speech detection}, DOI={10.1017/nlp.2024.18}, journal={Natural Language Processing},
 year={2024}, pages={1–22}, url={https://www.cambridge.org/core/journals/natural-language-processing/article/contextaware-and-expert-data-resources-for-brazilian-portuguese-hate-speech-detection/7D9019ED5471CD16E320EBED06A6E923#}, }