Retrieval. The memory retrieval mechanism extracts the most relevant data for current tasks from the memory stream using strategies based on recency, importance, and relevance. Through semantic similarity calculations, agents can dynamically extract memories highly relevant to…
To tackle this issue, they notice that each AI model can be described in the form of language by summarizing its function. Therefore, these scholars introduce a concept: “Language as a generic interface for LLMs to collaborate with AI models”. In other words, by incorporating…
Optimal Path Rewards In our design, the optimal path refers to selecting the path that best meets target requirements, has the highest efficiency, or lowest cost from multiple possible solutions through specific evaluation criteria and optimization algorithms. In large- scale…
Since all these modes are applied to a shared hardware platform, a natural question arises: Can we create a unified controller that supports all control modes, combining the strengths of each? This is a non-trivial challenge, as each mode operates within a distinct command space,…
Before the advent of Large Language models (LLMs), Talmor et al. (2019) trained the NLP model using explanations generated by the finetuned GPT model and found that the trained model yields better performance on commonsense QA problems. Hendrycks et al. (2021) attempted to…
Plan-and-Solve Prompting - Related Work Reasoning in NLP It is well known that complex reasoning problems are challenging for NLP models, and such problems include mathematical reasoning (Cobbe et al., 2021; Patel et al., 2021; Ling et al., 2017; Koncel-Kedziorski et al., 2016)…
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Miley Cyrus le dedica unas emotivas palabras a Ariana Grande en su último vídeo: "Es una amiga de verdad"
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128m (420 ft) is inevitable, as foretold in the prophecy
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