notesum.ai

Published at October 22

Exploring Possibilities of AI-Powered Legal Assistance in Bangladesh through Large Language Modeling

cs.CE

cs.LG

physics.comp-ph

Released Date: October 22, 2024

Authors: Azmine Toushik Wasi¹, Wahid Faisal¹, Mst Rafia Islam², Mahathir Mohammad Bappy³

Aff.: ¹Shahjalal University of Science and Technology, Sylhet, Bangladesh; ²Independent University, Dhaka, Bangladesh; ³Louisiana State University, Baton Rouge, LA, USA

Arxiv: https://arxiv.org/abs/2410.17210v1

Model	Parameters	Fine-tuned?	Cosine Sim. ( $\uparrow$ )	Jaccard Sim. ( $\uparrow$ )
Mistral-7b	7B	No	0.446	0.122
Gemma-2b	2B	No	0.436	0.113
GPT-2 Medium	0.345B	No	0.178	0.062
GPT2-UKIL-EN (Ours)	0.345B	Yes	0.515	0.133