Tag: natural language processing
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Improving Retrieval-Augmented Generation with Factual Confidence
Enhance AI output accuracy using a two-stage approach for factual confidence in retrieval-augmented generation systems.
ReasonSTL: Natural Language to Signal Temporal Logic Tool
Discover ReasonSTL, a tool-augmented framework translating natural language into Signal Temporal Logic for formal verification with privacy and cost benefi...
ProCompNav: Navigating Ambiguous Queries with AI
Discover ProCompNav, a proactive AI framework that improves navigation of ambiguous user queries through comparative judgment and targeted questioning.
Evaluating Large Language Models for Clinical Action Extraction
Explore how large language models improve post-discharge clinical action extraction and the need for reasoning-annotated datasets in healthcare NLP.
Poly-EPO: Optimizing Language Models with Exploratory Training
Discover Poly-EPO, a novel framework enhancing language models through optimistic exploration and set reinforcement learning for better reasoning.