@inproceedings{goswami-etal-2023-nlpbdpatriots,
title = "nlp{BD}patriots at {BLP}-2023 Task 2: A Transfer Learning Approach towards {B}angla Sentiment Analysis",
author = "Goswami, Dhiman and
Raihan, Md Nishat and
Puspo, Sadiya Sayara Chowdhury and
Zampieri, Marcos",
editor = "Alam, Firoj and
Kar, Sudipta and
Chowdhury, Shammur Absar and
Sadeque, Farig and
Amin, Ruhul",
booktitle = "Proceedings of the First Workshop on Bangla Language Processing (BLP-2023)",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.banglalp-1.37",
doi = "10.18653/v1/2023.banglalp-1.37",
pages = "286--292",
abstract = "In this paper, we discuss the entry of nlpBDpatriots to some sophisticated approaches for classifying Bangla Sentiment Analysis. This is a shared task of the first workshop on Bangla Language Processing (BLP) organized under EMNLP. The main objective of this task is to identify the sentiment polarity of social media content. There are 30 groups of NLP enthusiasts who participate in this shared task and our best-performing approach for the task is transfer learning with data augmentation. Our group ranked $12^{th}$ position in this competition with this methodology securing a micro F1 score of 0.71.",
}
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<abstract>In this paper, we discuss the entry of nlpBDpatriots to some sophisticated approaches for classifying Bangla Sentiment Analysis. This is a shared task of the first workshop on Bangla Language Processing (BLP) organized under EMNLP. The main objective of this task is to identify the sentiment polarity of social media content. There are 30 groups of NLP enthusiasts who participate in this shared task and our best-performing approach for the task is transfer learning with data augmentation. Our group ranked 12^th position in this competition with this methodology securing a micro F1 score of 0.71.</abstract>
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%0 Conference Proceedings
%T nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis
%A Goswami, Dhiman
%A Raihan, Md Nishat
%A Puspo, Sadiya Sayara Chowdhury
%A Zampieri, Marcos
%Y Alam, Firoj
%Y Kar, Sudipta
%Y Chowdhury, Shammur Absar
%Y Sadeque, Farig
%Y Amin, Ruhul
%S Proceedings of the First Workshop on Bangla Language Processing (BLP-2023)
%D 2023
%8 December
%I Association for Computational Linguistics
%C Singapore
%F goswami-etal-2023-nlpbdpatriots
%X In this paper, we discuss the entry of nlpBDpatriots to some sophisticated approaches for classifying Bangla Sentiment Analysis. This is a shared task of the first workshop on Bangla Language Processing (BLP) organized under EMNLP. The main objective of this task is to identify the sentiment polarity of social media content. There are 30 groups of NLP enthusiasts who participate in this shared task and our best-performing approach for the task is transfer learning with data augmentation. Our group ranked 12^th position in this competition with this methodology securing a micro F1 score of 0.71.
%R 10.18653/v1/2023.banglalp-1.37
%U https://aclanthology.org/2023.banglalp-1.37
%U https://doi.org/10.18653/v1/2023.banglalp-1.37
%P 286-292
Markdown (Informal)
[nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis](https://aclanthology.org/2023.banglalp-1.37) (Goswami et al., BanglaLP 2023)
ACL