由于闭环驾驶任务需要复杂的推理过程来做出正确的决策,我们采用了Wei等人引入的思想链(CoT)提示技术。这些技术要求LLM生成一系列句子,这些句子描述了一步步的推理逻辑,然后做出最终决策。采用这种方法是因为驾驶场景固有的复杂性和可变性,如果语言模型直接产生决策结果,可能会导致幻觉。此外,生成的推理过程有助于后续反思模...
In this paper, we are pioneering to propose the knowledge-driven machine learning (KDML) model to exhibit that knowledge can play an important role in machine learning tasks. Compared with conventional machine learning, KDML contains a unique knowledge module based on specific domain knowledge, ...
[arxiv] Clue-Guided Path Exploration: An Efficient Knowledge Base Question-Answering Framework with Low Computational Resource Consumption.2024.01 [AAAI 2024] KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning.2024.01 [arxiv] Context Matters: Pushing the Boundaries of Open-Ended Answer ...
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices Large Language Models (LLMs) are characterized by their inherent memory inefficiency and compute-intensive nature, making them impractical to run on low-re... R Cantini,A Orsino,D Talia - ...
d, The impact of adding cyclooctatetraene (COT) triplet quencher to the CB solution (red) and chemically attaching it to DB_11_A_002 (blue). The structure shown is DB_11_A_002 (the highest performing molecule in Fig. 4a, the control), with the dodecyl side chain replaced with a ...
Built upon the use of a belief networks tructure, the goal-driven technique represents a knowledge pattern in terms of a sequence of goals and sub-goals, and moderates the cotnrol and attention processes under the guidance of domain knowledge. The technique eases the burden of knowledge ...
The Business Case Data mining fills a niche in the BI arena where the data consumer is not necessarily sure what to be looking for. The kinds of knowledge that are discovered may be directed toward a specific goal or not, but the methods of data mining are driven by finding pattern in ...
Market sentiment is driven by the crowd or herd psychology of the trader -“90% of retailers lose money in the market” 05. additional resources Need More Help? Build your trading knowledge -Technical analysis examining and predicting price movements in the financial markets, by using historical...
We would like to emphasize that construction of the proposed visual taxonomy was case-driven, i.e., based on the reviewed papers. Some additional nodes or other taxonomy extensions are possible in the future. One of the interesting directions that has not received much attention in the current...
Sophie Harman has further argued that the Bank’s market-driven health ideologies have become so strategically ingrained in global health governance that the Bank “no longer needs to use large loans with stringent conditionalities to influence global health” ([25]: 242), and Devi Sridhar has ...