长文本开放问答(Long-form Question Answering, LFQA)模型就是为了回答这种复杂的问题而设计的。 目前的 LFQA 解决方案通常采用检索-综合范式,包括信息检索和信息综合两个核心环节。信息检索环节从外部知识源(如搜索引擎)中搜索多样化的相关支持事实,信息综合环节则将搜集到的事实整合成一个连贯的答案。 然而,传统的 ...
人类给定文本(这是 OpenAI 对 GPT-2 模型的简介,属于科技类文本) We’ve trained a large language model called GPT-2 that generates realistic paragraphs of text, while also exhibiting zero shot generalization on tasks like machine translation, question answering, reading comprehension, and summarization ...
谷歌正试图通过新的Active Question Answering(Active QA)智能体来模仿这一点,这是一个使用强化学习来训练AI进行问答的系统。当你提出一个问题时,它会产生很多有相似含义的问题。它会搜索所有问题的答案,然后选择最好的答案返回给你。 这有助于聊天机器人取得进步。与其让你在它们不明白的时候重新组织措辞提问,不如...
How it works: Ask ChatGPT a question or give it a request. It will respond. There are lots of ways you can use it in the classroom, as detailed in this post: ChatGPT, Chatbots, and Artificial Intelligence in the Classroom. Pricing and terms: It's a "freemium" tool, meaning there'...
(academic paper, blog, table, outline), so you are free to respond in any format that satisfies the user's request, as long as you are citing relevant papers in your response. Aim for maximum relevant paper citations.User questions:If the user asks a question and does NOT specify a ...
Key steps in our approach, illustrated for a question answering tool 数据& 实验 1 模型 GPT-J model [6.7B], 效果优化137B的GPT3 2 工具:Question Answering, Calculator, Wikipedia Search, Machine Translation System, Calendar QA: 基于自然问题数据集上fine-tuned的检索增强的LM模型 ...
Or was it something else? Turing offered a way of answering this question. He called it the “imitation game.” It involved two lengthy conversations — one with a machine and another with a human being. Both conversations would be conducted via text chat, so that the person on the other...
I am designed to perform a variety of tasks, including but not limited to: Text Generation: Creating coherent and contextually appropriate text based on given prompts. Question Answering: Providing detailed answers to a wide array of questions by drawing on my extensi...
Or was it something else? Turing offered a way of answering this question. He called it the “imitation game.” It involved two lengthy conversations — one with a machine and another with a human being. Both conversations would be conducted via text chat, so that the person on the other...
Now, it’s not a question ofifyou’re using AI software, butwhichsoftware. NewAI appspop up at rates faster than you could ever imagine, but not every tool will reap the same benefits you may specifically need. Instead of browsing through pages of results from your typical search engine,...