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Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs
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| Published in: | Journal of Data Mining and Digital Humanities |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2025
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| Subjects: | |
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| _version_ | 1868553602416508929 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Data Mining and Digital Humanities |
| description | |
| discipline_display | Data Mining |
| discipline_facet | Data Mining |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:77119 |
| institution | FRELIP |
| journal_source_facet | Journal of Data Mining and Digital Humanities |
| last_indexed | 2026-06-20T21:39:33.054Z |
| publishDate | 2025 |
| publishDateSort | 2025 |
| record_format | rss_article |
| spellingShingle | Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs Data Mining General Data Mining |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Data Mining General Data Mining |
| subject_facet | Data Mining General Data Mining |
| title | Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs |
| title_alt | Detección eficiente de toxicidad en chats de juegos: Un estudio comparativo de embeddings, transformers ajustados y LLMs Détection efficace de la toxicité dans les chats de jeux : une étude comparative des embeddings, des transformateurs fine-tunés et des LLM Detecção Eficiente de Toxicidade em Bate-papos de Jogos: Um Estudo Comparativo de Embeddings, Transformadores Ajustados e LLMs |
| title_auth | Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs |
| title_es_txt | Detección eficiente de toxicidad en chats de juegos: Un estudio comparativo de embeddings, transformers ajustados y LLMs |
| title_fr_txt | Détection efficace de la toxicité dans les chats de jeux : une étude comparative des embeddings, des transformateurs fine-tunés et des LLM |
| title_full | Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs |
| title_fullStr | Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs |
| title_full_unstemmed | Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs |
| title_pt_txt | Detecção Eficiente de Toxicidade em Bate-papos de Jogos: Um Estudo Comparativo de Embeddings, Transformadores Ajustados e LLMs |
| title_short | Efficient Toxicity Detection in Gaming Chats: A Comparative Study of Embeddings, Fine-Tuned Transformers and LLMs |
| title_sort | efficient toxicity detection in gaming chats: a comparative study of embeddings, fine-tuned transformers and llms |
| topic | Data Mining General Data Mining |
| url | https://doi.org/10.46298/jdmdh.16280 |