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I would like to request a feature: caching dialogue system outputs. Such a feature would be useful for scenarios where natural language generation were expensive and for scenarios where dialogue syste…
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I've previously done Markov-chain text-generation for Twitter bots, using some Python code found on GitHub.
Here's a list of my relevant GitHub projects, in chronological order. They all build on one…
jiko updated
10 years ago
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## Project Request
The goal of this project is to develop an AI-powered system that leverages natural language processing (NLP) and computer vision techniques to generate and manipulate text and im…
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Sneak peek of Alpha 0.2
- Improved response generation using advanced language models like GPT-3
- Integration of natural language understanding (NLU) capabilities to better understand user input …
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## *Repository Creation Request*
Use this to get your experiment repository created or updated on GitHub under Virtual Labs organization.
1. #### Coordinating Institute: IIITH:
2. #### Approver…
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# 什么是检索增强生成？
提纲：
1. 为什么需要检索增强生成？
2. 检索增强生成有什么作用？
3. 检索增强有哪些组成部分？
## 为什么需要检索增强生成？
局限：
- 不能更新知识库
- 模型有幻觉
## 检索增强生成有什么作用？
OpenBook vs CloseBook
作用：
1. 更新或补充模型知识库
2. 限定回答的知识范围
…
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# URL
- https://arxiv.org/abs/2411.08719
# Authors
- Kazuki Fujii
- Taishi Nakamura
- Rio Yokota
# Abstract
- Large Language Models (LLMs) have attracted significant attention due to their hum…
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Hey, this is really cool work - I look forward to your talk!
I noticed that the datasets this was trained on were image processing datasets. Natural Language Processing also has a lot of memory based…
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你好，请问数据增强的实现里cut off是只把对应的行或列的初始化embedding设置为0，mask没变，后续还会继续参与训练更新是吗？我看《A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation》这篇的源代码里似乎是把mask和embeddin…
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Upload relevant paper to Google drive