{"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/uvce-iiitt-dravidianlangtech-eacl2021-tamil","title":"UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more Attention","arxiv_id":"2104.09081","date":"2021-04-19","proceeding":"EACL (DravidianLangTech) 2021 4","authors":["Siddhanth U Hegde","Adeep Hande","Ruba Priyadharshini","Sajeetha Thavareesan","Bharathi Raja Chakravarthi"],"abstract":"Tamil is a Dravidian language that is commonly used and spoken in the southern part of Asia. In the era of social media, memes have been a fun moment in the day-to-day life of people. Here, we try to analyze the true meaning of Tamil memes by categorizing them as troll and non-troll. We propose an ingenious model comprising of a transformer-transformer architecture that tries to attain state-of-the-art by using attention as its main component. The dataset consists of troll and non-troll images with their captions as text. The task is a binary classification task. The objective of the model is to pay more attention to the extracted features and to ignore the noise in both images and text.","url_abs":"https://arxiv.org/abs/2104.09081v1","url_pdf":"https://arxiv.org/pdf/2104.09081v1.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":[{"paper_slug":"uvce-iiitt-dravidianlangtech-eacl2021-tamil","repo_url":"https://github.com/SiddhanthHegde/You-Need-to-Pay-More-Attention","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"binary-classification","task_name":"Binary Classification"},{"task_slug":"classification","task_name":"General Classification"},{"task_slug":"meme-classification","task_name":"Meme Classification"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/meme-classification-on-tamil-memes","task":"Meme Classification","dataset":"Tamil Memes","model":"UVCE-IIITT","rank_in_archive_order":2,"of":2,"metrics":{"Micro-F1":"0.47"},"uses_additional_data":false}],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}