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This is a code example repo for the NLP course offered by the Institute of Chinese Information Processing of BNU.

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Name		Name	Last commit message	Last commit date
Latest commit History 51 Commits
llm-api		llm-api
llm-sft		llm-sft
machine_translation		machine_translation
notebook		notebook
text_classification		text_classification
README.md		README.md
environment.yml		environment.yml
requirements.txt		requirements.txt

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NLP代码示例 - ICIP

本仓库包含北京师范大学中文信息处理研究所开设的自然语言处理课程的代码示例。

2024年

基于PyTorch使用CNN/LSTM进行imdb情感分类
基于HuggingFace的transformers库使用BERT进行imdb情感分类
基于HuggingFace的transformers库使用bart/t5进行文白机器翻译
大语言模型API调用
基于HuggingFace的transformers库在弱智吧数据集上对qwen系列模型进行监督微调（SFT）

2023年

使用全连接神经网络进行豆瓣书评情感二分类: fc_torch_text_classification.ipynb
使用预训练模型BERT进行豆瓣书评情感二分类: douban-classification-bert.ipynb

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This is a code example repo for the NLP course offered by the Institute of Chinese Information Processing of BNU.

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