3 papers
cs.CL2025
THELMA: Task Based Holistic Evaluation of Large Language Model Applications-RAG Question Answering
Udita Patel, Rutu Mulkar, Jay Roberts +6
We propose THELMA (Task Based Holistic Evaluation of Large Language Model Applications), a reference free framework for RAG (Retrieval Augmented generation) based question answerin…
cs.IR2024
Qualitative Insights Tool (QualIT): LLM Enhanced Topic Modeling
Satya Kapoor, Alex Gil, Sreyoshi Bhaduri +2
Topic modeling is a widely used technique for uncovering thematic structures from large text corpora. However, most topic modeling approaches e.g. Latent Dirichlet Allocation (LDA)…
cs.CY2024
Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research
Sreyoshi Bhaduri, Satya Kapoor, Alex Gil +2
Qualitative data collection and analysis approaches, such as those employing interviews and focus groups, provide rich insights into customer attitudes, sentiment, and behavior. Ho…