Search Results for author: Shayekh Bin Islam

Found 7 papers, 5 papers with code

Bangla Grammatical Error Detection Leveraging Transformer-based Token Classification

no code implementations13 Nov 2024 Shayekh Bin Islam, Ridwanul Hasan Tanvir, Sihat Afnan

Bangla is the seventh most spoken language by a total number of speakers in the world, and yet the development of an automated grammar checker in this language is an understudied problem.

Grammatical Error Detection token-classification +1

Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models

1 code implementation2 Oct 2024 Shayekh Bin Islam, Md Asib Rahman, K S M Tozammel Hossain, Enamul Hoque, Shafiq Joty, Md Rizwan Parvez

Retrieval-Augmented Generation (RAG) has been shown to enhance the factual accuracy of Large Language Models (LLMs), but existing methods often suffer from limited reasoning capabilities in effectively using the retrieved evidence, particularly when using open-source LLMs.

Navigate RAG +1

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