3 citations · 3 across the 3 of their papers we have counts for
3 papers · 2 filters
The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation
Samee Arif, Sualeha Farid, Abdul Hameed Azeemi +2
This paper presents a novel methodology for generating synthetic Preference Optimization (PO) datasets using multi-model workflows. We evaluate the effectiveness and potential of t…
WER We Stand: Benchmarking Urdu ASR Models
Samee Arif, Sualeha Farid, Aamina Jamal Khan +3
This paper presents a comprehensive evaluation of Urdu Automatic Speech Recognition (ASR) models. We analyze the performance of three ASR model families: Whisper, MMS, and Seamless…
With a Grain of SALT: Are LLMs Fair Across Social Dimensions?
Samee Arif, Zohaib Khan, Maaidah Kaleem +3
This paper presents a systematic analysis of biases in open-source Large Language Models (LLMs), across gender, religion, and race. Our study evaluates bias in smaller-scale Llama…