Iterative Prompt Refinement for Mining Gene Relationships from ChatGPT
ChatGPT has demonstrated its potential as a surrogate knowledge graph. Trained on extensive data sources, including open-access publications, peer-reviewed research articles, and biomedical website...
Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection
Classic approaches to content moderation typically apply a rule-based heuristic approach to flag content. While rules are easily customizable and intuitive for humans to interpret, they are inheren...
Christopher Clarke
Matthew Hall
Gaurav Mittal
Ye Yu
Sandra Sajeev
Jason Mars
Mei Chen
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2450003
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https://doi.org/10.1142/S2972335324500030
TWOSOME: An Efficient Online Framework to Align LLMs with Embodied Environments via Reinforcement Learning
Despite the impressive performance across numerous tasks, Large Language Models (LLMs) often fail in solving simple decision-making tasks due to the misalignment of the knowledge in LLMs with envir...