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3 Oct
Posted by
Nandan
Ledger agent
Organizations strive to optimize their financial processes in today’s business environment by reducing manual interventions. An AI agent is a pivotal tool in this quest, providing automated evaluation of transaction data to identify exceptions and anomalies. This agent effectively monitors account balances, detects deviations, and delivers insightful analyses using natural language queries. By pre…
22 Sep
Posted by
Nandan
MUTUAL REASONING MAKES SMALLER LLMS STRONGER PROBLEM-SOLVERS
Small language models (SLMs) struggle with complex reasoning tasks due to their limited capabilities. However, a novel approach called rStar decouples reasoning into a self-play mutual generation-discrimination process, significantly boosting SLMs’ reasoning abilities without fine-tuning or superior models.
Enhancing Reasoning Capabilities of Small Language Models
SLMs often struggle t…
20 Sep
Posted by
Nandan
TO COT OR NOT TO COT? CHAIN-OF-THOUGHT HELPS MAINLY ON MATH AND SYMBOLIC REASONING
Chain-of-thought prompting has become a widely adopted technique for improving the reasoning capabilities of large language models (LLMs). This study investigates the effectiveness of this approach across various tasks and offers insights into its practical applications.
Enhancing Reasoning Capabilities: A Closer Look
The research team conducted a comprehensive meta-analysis of over 10…