BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource
Language Understanding Evaluation in Bangla

BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla

1 January 2021

Abhik Bhattacharjee

Wasi Uddin Ahmad

Kazi Samin Mubasshir

Md. Saiful Islam

Rifat Shahriyar

Papers citing "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla"

18 / 18 papers shown

Title
Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization Ajwad Abrar Farzana Tabassum Sabbir Ahmed LM&MA ELM AI4MH 43 0 0 08 May 2025
TigerLLM -- A Family of Bangla Large Language Models Nishat Raihan Marcos Zampieri 48 0 0 14 Mar 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 66 0 0 24 Feb 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs Hrithik Majumdar Shibu Shrestha Datta Md. Sumon Miah Nasrullah Sami Mahruba Sharmin Chowdhury Md. Saiful Islam 64 0 0 17 Jan 2025
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey Xinyu Wang Wenbo Zhang Sarah Rajtmajer 29 1 0 24 Oct 2024
Table Question Answering for Low-resourced Indic Languages Vaishali Pal Evangelos Kanoulas Andrew Yates Maarten de Rijke LMTD 26 0 0 04 Oct 2024
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs Tamzeed Mahfuz Satak Kumar Dey Ruwad Naswan Hasnaen Adil Khondker Salman Sayeed Haz Sameen Shahgir 31 0 0 29 Jun 2024
Unraveling the Dominance of Large Language Models Over Transformer Models for Bangla Natural Language Inference: A Comprehensive Study Fatema Tuj Johora Faria Mukaffi Bin Moin Asif Iftekher Fahim Pronay Debnath Faisal Muhammad Shah 28 2 0 05 May 2024
A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts Kazi Toufique Elahi Tasnuva Binte Rahman Shakil Shahriar Samir Sarker Md. Tanvir Rouf Shawon G. M. Shahariar 20 1 0 25 Jan 2024
Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection Saurabh Page Sudeep Mangalvedhekar Kshitij Deshpande Tanmay Chavan S. Sonawane 18 1 0 30 Nov 2023
LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language Aunabil Chakma Masum Hasan 37 3 0 21 Nov 2023
Interpreting Indirect Answers to Yes-No Questions in Multiple Languages Zijie Wang Md Mosharaf Hossain Shivam Mathur Terry Cruz Melo Kadir Bulut Ozler ... Jacob Quintero MohammadHossein Rezaei Shreya Nupur Shakya Md Nayem Uddin Eduardo Blanco 24 1 0 20 Oct 2023
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP M. Kabir Mohammed Saidul Islam Md Tahmid Rahman Laskar Mir Tafseer Nayeem M Saiful Bari Enamul Hoque LM&MA 24 15 0 22 Sep 2023
L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages Raviraj Joshi 39 55 0 21 Nov 2022
MonoByte: A Pool of Monolingual Byte-level Language Models Hugo Queiroz Abonizio Leandro Rodrigues de Souza R. Lotufo Rodrigo Nogueira 23 1 0 22 Sep 2022
MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition S. Malmasi Anjie Fang B. Fetahu Sudipta Kar Oleg Rokhlenko 48 69 0 30 Aug 2022
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016