Search Results for author: Grant C. Forbes

Found 3 papers, 0 papers with code

Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations

no code implementations7 May 2024 Hassan Shakil, Zeydy Ortiz, Grant C. Forbes

In this research, we uses the DistilBERT model to generate extractive summary and the T5 model to generate abstractive summaries.

Text Summarization

Potential-Based Reward Shaping For Intrinsic Motivation

no code implementations12 Feb 2024 Grant C. Forbes, Nitish Gupta, Leonardo Villalobos-Arias, Colin M. Potts, Arnav Jhala, David L. Roberts

Recently there has been a proliferation of intrinsic motivation (IM) reward-shaping methods to learn in complex and sparse-reward environments.

Metric Ensembles For Hallucination Detection

no code implementations16 Oct 2023 Grant C. Forbes, Parth Katlana, Zeydy Ortiz

Due to this need, a wide array of metrics estimating consistency with the text being summarized have been proposed.

Abstractive Text Summarization Hallucination

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