根据阶段的数量,我们进一步将相关方法分为两类:retrieve-then-generate(也称为retrieval-augmented generation,简称RAG,在许多现有论文[64,68,99]中)方法(2- 阶段方法)和检索、重新排序和重写方法(3 阶段方法)。 M1.1:检索增强生成(RAG)。 RAG 遵循两个阶段的过程:检索和生成。 特别地,如图 7(a) 所示,检索器...
你还弄不清xxxForCausalLM和xxxForConditionalGeneration吗? confighiddenmodelself模型 大语言模型目前一发不可收拾,在使用的时候经常会看到transformers库的踪影,其中xxxCausalLM和xxxForConditionalGeneration会经常出现在我们的视野中,接下来我们就来聊聊transformers库中的一些基本任务。
well-optimized content. There’s even a burgeoning profession related to using AI tools like ChatGPT-4:AI prompt engineering. This shows that understanding the inner workings of these tools and how to use them efficiently is critical for success. ...
GesGPT: Speech Gesture Synthesis With Text Parsing from GPT. Nan Gao, Zeyu Zhao, Zhi Zeng, Shuwu Zhang, Dongdong Weng. [abs], 2023.3 ChatGPT4PCG Competition: Character-like Level Generation for Science Birds. Pittawat Taveekitworachai, Febri Abdullah, Mury F. Dewantoro, Ruck Thawonmas, ...
最新ChatGPT GPT-4 自然语言理解NLU与句词分类技术详解 1. NLU基础 NLU是Natural Language Understanding的简称,即自然语言理解。一直以来都与NLG(Generation)任务并称为NLP两大主流任务。一般意义上的NLU常指与理解给定句子意思相关的意图识别、实体抽取、指代关系等任务,在智能对话中应用比较广泛。
Microsoft prepares for major GPT-5 updates from OpenAI xAI’s Grok-3 is impressive, but it needs to do a lot more to convince me Elon Musk says Grok 3 will outperform ChatGPT, DeepSeek in the coming weeks It’s commonplace intext-to-image generationto let the AI produce many, many op...
Automatic Chain of Thought Prompting in Large Language ModelsInvestigates automatic CoT prompting, comparing zero-shot, manual, and random query generation strategies for reasoning tasks.https://ar5iv.labs.arxiv.org/html/2210.03493 Towards Revealing the Mystery behind Chain of Thought: A Theoretical Pe...
The GPT-4 and ChatGPT models are modern LLMs that excel at text generation tasks. The development of LLMs goes back several years. It started with simple language models such as n-grams, which tried to predict the next word in a sentence based on the previous words. N-gram models use...
Both Claude and ChatGPT are reliably excellent when dealing with standard queries like text generation, logic and reasoning, and image analysis. For example, drag a photo into ChatGPT, and you'll get an impressively reasoned description of what's in the image. But the latest models make it ...
AI2sql Converts a natural language text into an SQL query. AI4ERP Plugin for asking questions related to SAP, including transaction codes, business processes, Fiori Tiles/Apps, etc. AILC BioChem AI Learning Companion for Biology and Chemistry. Does 2D and 3D molecule diagrams with highlights ...