Reasoning
Artificial Intelligence
Technique improves the reasoning capabilities of enormous language models
Large language models like those who power ChatGPT have shown impressive performance...
Artificial Intelligence
Upstage-NIA adds reasoning and arithmetic reasoning indicators to Korean LLM leaderboard
Upstage (CEO Kim Seong-hoon) and the Korea Intelligence and Information Society Agency (NIA, Director Hwang Jong-seong) announced on the eleventh that they will probably be upgrading the jointly operated 'Open Ko-LLM Leaderboard' by adding...
Artificial Intelligence
Reasoning and reliability in AI
To ensure that natural language to be an efficient type of communication,...
Artificial Intelligence
Enhanced Large Language Models as Reasoning Engines
12 min read·16 hours agoThe recent exponential advances in natural language processing capabilities from large language models (LLMs) have stirred tremendous excitement about their potential to realize human-level intelligence. Their ability to provide remarkably...
Artificial Intelligence
Achieving Structured Reasoning with LLMs in Chaotic Contexts with Thread of Thought Prompting and Parallel Knowledge Graph Retrieval
Large language models (LLMs) demonstrated impressive few-shot learning capabilities, rapidly adapting to latest tasks with only a handful of examples.Nonetheless, despite their advances, LLMs still face limitations in complex reasoning involving chaotic contexts overloaded...
Artificial Intelligence
Multi-AI collaboration helps reasoning and factual accuracy in large language models
An age-old adage, often introduced to us during our childhood, is designed...
Artificial Intelligence
Something-of-Thoughts in LLM Prompting: An Overview of Structured LLM Reasoning
GoT’s novelty lies in its ability to use transformations to those thoughts, further refining the reasoning process. The cardinal transformations encompass Aggregation, which allows for the fusion of several thoughts right into a consolidated...
Artificial Intelligence
Improving Mathematical Reasoning with Process Supervision
We have trained a model to realize a recent state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) as a substitute of simply rewarding the right final answer (“end...
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