需要表示全局上下文的语义 有助于确定 query 和 doc 之间的关联程度 因此设计了两个训练的任务(其实也就是 prompt): “[Placeholder for input] The original sentence: ⟨\s⟩” 和 “[Placeholder for input] The next sentence: ⟨\s⟩” 也就是之前提到的 EBAE 和 EBAR 。 为节省算力,作者将两...
Making large language models better data creators can have a significant impact on various fields. Here are a few ways to achieve this: 1. Improve data quality: The quality of data used to train large language models is crucial. By ensuring the accuracy, completeness, and relevance of the da...
Inspired by the knowledge-driven nature of human driving, recent approaches explore the potential of large language models (LLMs) to improve understanding and decision-making in traffic scenarios. They find that the pretrain-finetune paradigm of LLMs on downstream data with the Chain-of-Thought ...
Few-shot learning is a challenging task that requires language models to generalize from limited examples. Large language models like GPT-3 and PaLM have made impressive progress in this area, but they still face difficulties in reasoning tasks such as GSM8K, a benchmark for arithmetic problems....
Few-shot learning is a challenging task that requires language models to generalize from limited examples. Large language models like GPT-3 and PaLM have made impressive progress in this area, but they still face difficulties in reasoning tasks such as GSM8K, a benchmark for a...
浙江大学,Decision-Making in Robotic Grasping with Large Language Models论文解读 摘要:最近在大型语言模型方面的进步突显了它们编码大量语义知识以支持长期自主决策的潜力,这使它们成为未来家庭助理机器人认知能力的有前景的解决方案。然而,尽管大型语言模型可以提供高层次的决策,但目前还没有统一的范式将它们与机器人的...
Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators" - microsoft/llm-data-creation
The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators" - ridiculouz/LLMaAA
Yao Ming, chairman of the Chinese Basketball Association, said, "We look forward to continuously exploring the application of AI large language models in the sports field with SenseTime, jointly promoting the development of Chinese basketball and the sports industry." ...
Clinical decision-making is one of the most impactful parts of a physician’s responsibilities and stands to benefit greatly from artificial intelligence solutions and large language models (LLMs) in particular. However, while LLMs have achieved excellen