{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/alternative-non-bert-model-choices-for-the","title":"Alternative non-BERT model choices for the textual classification in low-resource languages and environments","arxiv_id":null,"date":"2022-07-01","proceeding":"DeepLo 2022 7","authors":["Syed Mustavi Maheen","Moshiur Rahman Faisal","Md. Rafakat Rahman and Md. Shahriar Karim"],"abstract":"t","url_abs":"https://aclanthology.org/2022.deeplo-1.20","url_pdf":"https://aclanthology.org/2022.deeplo-1.20.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[],"tasks":[{"task_slug":"classification-1","task_name":"Classification"}],"methods":[],"datasets_introduced":[{"slug":"bangla-ekman-s-six-basic-emotions-dataset","name":"Bengali Ekman's Six Basic Emotions Corpus","full_name":""}],"methods_introduced":[],"results":[{"leaderboard":"/sota/classification-on-bengali-ekman-s-six-basic","task":"Classification","dataset":"Bengali Ekman's Six Basic Emotions Corpus","model":"CNN + Attention + LSTM + CNN","rank_in_archive_order":1,"of":1,"metrics":{"Accuracy (%)":"86.91%"},"uses_additional_data":false}],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}