3 papers
cs.LG2025
Resolution-Aware Retrieval Augmented Zero-Shot Forecasting
Iman Deznabi, Peeyush Kumar, Madalina Fiterau
Zero-shot forecasting aims to predict outcomes for previously unseen conditions without direct historical data, posing a significant challenge for traditional forecasting methods.…
cs.CL2024
OG-RAG: Ontology-Grounded Retrieval-Augmented Generation For Large Language Models
Kartik Sharma, Peeyush Kumar, Yunqing Li
This paper presents OG-RAG, an Ontology-Grounded Retrieval Augmented Generation method designed to enhance LLM-generated responses by anchoring retrieval processes in domain-specif…
cs.AI2024
Economic Anthropology in the Era of Generative Artificial Intelligence
Zachary Sheldon, Peeyush Kumar
This paper explores the intersection of economic anthropology and generative artificial intelligence (GenAI). It examines how large language models (LLMs) can simulate human decisi…