4 papers
Critic-Guided Heterogeneous Multi-Agent Reasoning for Reliable Mathematical Problem Solving
Muhammad Talha Sharif, Abdul Rehman
Recent Large Language Models (LLMs) have shown impressive reasoning abilities; but they are still susceptible to hallucinations, intermediate reasoning mistakes, and unreliable rea…
Systematic Literature Review on Clinical Trial Eligibility Matching
Muhammad Talha Sharif, Abdul Rehman
Clinical trial eligibility matching is a critical yet often labor-intensive and error-prone step in medical research, as it ensures that participants meet precise criteria for safe…
From Statistical Methods to Pre-Trained Models; A Survey on Automatic Speech Recognition for Resource Scarce Urdu Language
Muhammad Sharif, Zeeshan Abbas, Jiangyan Yi +1
Automatic Speech Recognition (ASR) technology has witnessed significant advancements in recent years, revolutionizing human-computer interactions. While major languages have benefi…
Unification of Balti and trans-border sister dialects in the essence of LLMs and AI Technology
Muhammad Sharif, Jiangyan Yi, Muhammad Shoaib
The language called Balti belongs to the Sino-Tibetan, specifically the Tibeto-Burman language family. It is understood with variations, across populations in India, China, Pakista…