3 papers
cs.CL2025
Potential and Perils of Large Language Models as Judges of Unstructured Textual Data
Rewina Bedemariam, Natalie Perez, Sreyoshi Bhaduri +7
Rapid advancements in large language models have unlocked remarkable capabilities when it comes to processing and summarizing unstructured text data. This has implications for the…
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…