8 citations · 18 across the 4 of their papers we have counts for
4 papers
Transforming Expert Knowledge into Scalable Ontology via Large Language Models
Ikkei Itoku, David Theil, Evelyn Eichelsdoerfer Uehara +7
Having a unified, coherent taxonomy is essential for effective knowledge representation in domain-specific applications as diverse terminologies need to be mapped to underlying con…
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…
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)…
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…