TopicGPT 是一种利用大型语言模型 (LLM) 生成和优化主题的新方法,相比传统主题模型方法,该方法生成的主题更易于理解和定制,与人工标注结果的一致性更高。 论文介绍 主题建模是一种用于揭示大型文本语料库中潜在主题结构的技术。传统的主题建模方法,例如潜在狄利克雷分配 (LDA),在生成既具体又易于解释的主题方面存在局...
TopicGPT integrates the remarkable capabilities of current LLMs such as GPT-3.5 and GPT-4 into topic modelling. While traditional topic models extract topics as simple lists of top-words, such as ["Lion", "Leopard", "Rhino", "Elephant", "Buffalo"], TopicGPT offers rich and dynamic topic...
python3 script/generation_1.py --deployment_name gpt-4 \ --max_tokens 300 --temperature 0.0 --top_p 0.0 \ --data data/input/sample.jsonl \ --prompt_file prompt/generation_1.txt \ --seed_file prompt/seed_1.md \ --out_file data/output/generation_1.jsonl \ --topic_file data/ou...
二项分布/多项式分布、beta分布/Dirichlet分布、共轭先验分布、Gibbs吉布斯抽样等。
For each data source, benchmarks are created using GPT-4 to evaluate the model accuracy in understanding transcription-topic relevance. Opens in a new tab Events NeurIPS 2024 Research Areas Human-computer interaction Follow us: Follow on X Like on Facebook Follow on LinkedIn ...
As of early 2023 ChatGPT, for instance, is limited to information from 2021 and earlier. AI isn’t infallible either, as chatbots can generate incorrect or biased information based on how the algorithm has been built. Because AI can be inaccurate, it’s important that whoever uses is aware...
根据第四段ChatGPT cannot think on its own.It depends on the information that it has been trained on.As a result,the AI tool works well for things that have accurate(精确的) data available.However,when unsure,ChatGPT can get creative and flow out incorrect responses.Ope...
《用ChatGPT自学的正确打开方式》 丰色 发自 凹非寺 量子位 | 公众号 QbitAI 这两天,一个用ChatGPT进行自学的免费工具火了: 它叫AIbus,主界面是一块白板,只需写下你想探索的任何主题,比如“傅立叶变换”,它就会在几秒之内给出n个建议。 然后选择你感兴趣的那一个,就可以开始学习了。
An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities. 2,253 questions Sign in to follow 2 comments Hide comments for this question Report a concern I have the same question 0 {count} votes romungi-MSFT 42,761 Reputation points • Micro...
GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks. The agent can produce detailed, factual and unbiased research reports, with customization options for focusing on relevant resources, outlines, and lessons. Inspired by the recent Plan-and-Solve an...