3 papers
cs.CL2025
Cross-Genre Authorship Attribution via LLM-Based Retrieve-and-Rerank
Shantanu Agarwal, Joel Barry, Steven Fincke +1
Authorship attribution (AA) is the task of identifying the most likely author of a query document from a predefined set of candidate authors. We introduce a two-stage retrieve-and-…
cs.CL2024
Separating Style from Substance: Enhancing Cross-Genre Authorship Attribution through Data Selection and Presentation
Steven Fincke, Elizabeth Boschee
The task of deciding whether two documents are written by the same author is challenging for both machines and humans. This task is even more challenging when the two documents are…
cs.AI2024
Granting GPT-4 License and Opportunity: Enhancing Accuracy and Confidence Estimation for Few-Shot Event Detection
Steven Fincke, Adrien Bibal, Elizabeth Boschee
Large Language Models (LLMs) such as GPT-4 have shown enough promise in the few-shot learning context to suggest use in the generation of "silver" data and refinement of new ontolo…