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⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

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Elegant-Spider/transformers_tasks

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Transformers Tasks

基于 transformers 包实现的多种 NLP 任务。

专栏地址,欢迎关注:https://www.zhihu.com/column/c_1451236880973426688


已实现的任务模型:

1. 文本匹配(Text Matching)

模型 传送门
概览 [这里]
PointWise(单塔) [这里]
DSSM(双塔) [这里]
Sentence Bert(双塔) [这里]

2. 信息抽取(Information Extraction)

模型 传送门
UIE [这里]

3. Prompt任务(Prompt Tasks)

模型 传送门
PET [这里]
p-tuning [这里]

4. 文本分类(Text Classification)

模型 传送门
BERT-CLS [这里]

5. 强化学习 & 语言模型(Reinforcement Learning & Language Model)

模型 传送门
PPO-GPT2 [这里]

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⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

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