3 papers
cs.CC2025
MODP: Multi Objective Directional Prompting
Aashutosh Nema, Samaksh Gulati, Evangelos Giakoumakis +1
Recent advances in large language models (LLMs) have led to their popularity across multiple use-cases. However, prompt engineering, the process for optimally utilizing such models…
cs.CL2024
Fashion Recommendation: Outfit Compatibility using GNN
Samaksh Gulati
Numerous industries have benefited from the use of machine learning and fashion in industry is no exception. By gaining a better understanding of what makes a good outfit, companie…
cs.CL2023
Efficacy of Machine-Generated Instructions
Samaksh Gulati, Anshit Verma, Manoj Parmar +1
Large "instruction-tuned" language models (i.e., finetuned to respond to instructions) have demonstrated a remarkable ability to generalize zero-shot to new tasks. Nevertheless, th…