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https://github.com/RUCAIBox/MVP
This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.
https://github.com/RUCAIBox/MVP
data-to-text dialog multi-task-learning natural-language-generation natural-language-processing nlg nlp plm pre-trained-model question-answering question-generation seq2seq sequence-to-sequence story-generation summarization text-generation
Last synced: 3 months ago
JSON representation
This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.
- Host: GitHub
- URL: https://github.com/RUCAIBox/MVP
- Owner: RUCAIBox
- License: apache-2.0
- Created: 2022-06-03T03:26:32.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-11-01T12:48:44.000Z (about 2 years ago)
- Last Synced: 2024-06-24T05:36:35.485Z (5 months ago)
- Topics: data-to-text, dialog, multi-task-learning, natural-language-generation, natural-language-processing, nlg, nlp, plm, pre-trained-model, question-answering, question-generation, seq2seq, sequence-to-sequence, story-generation, summarization, text-generation
- Homepage:
- Size: 77.6 MB
- Stars: 66
- Watchers: 8
- Forks: 3
- Open Issues: 0
Awesome Lists containing this project
- StarryDivineSky - RUCAIBox/MVP - 解码器架构。使用标记数据集进行监督预训练。还具有特定于任务的软提示,以刺激模型执行特定任务的能力。专为自然语言生成而设计,可以适应各种生成任务。我们的模型也可以适应自然语言理解任务。收集了7种代表性生成任务的45个有标签数据集,共计3200千万条样本(23GB),来作为预训练语料。第一阶段,使用这些语料训练一个标准的Transformer,即MVP;第二阶段,冻结住MVP,利用每个任务的数据训练任务特定的连续型提示(即7组提示)。 (文本生成、文本对话 / 其他_文本生成、文本对话)