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    taishan1994/README.md

    你好,我是西西嘛呦. 👋

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    taishan1994's GitHub stats

    ====ChatGPT====
    ChatGPT进行情感分析 ChatGPT进行可控文本生成 你也可以动手ChatGPT ChatGLM-LoRA-Tuning
    Chinese-BELLE-LoRA-Tuning qlora-chinese-LLM baichuan-Qlora-Tuning langchain-learning
    llama3-finetuning Qwen2-UIE Reward-Model-Finetuning DPO-Finetuning
    llava-handbook sentencepiece_chinese_bpe chinese_llm_pretrained chinese_llm_sft
    Search-o1-Simplified LLM评测工具实操 动手训练CLIP 动手训练llava
    LLM-Quantization Bert-Pretrained
    ====图神经网络====
    异构图神经网络 DGL中文文档 图注意力神经网络
    ====分布式训练====
    pytorch分布式训练
    ====中文信息抽取====
    BERT-BILSTM-CRF:中文实体识别 BERT-Relation-Extraction:中文关系抽取 BERT-ABSA:中文方面级情感分析 BERT-Event-Extraction 中文事件抽取
    PointerNet_Chinese_Information_Extraction 基于指针网络的信息抽取:实体识别、关系抽取、事件抽取 chinese_information_extraction 基于GlobalPointer的信息抽取:实体识别、关系抽取、事件抽取 pytorch_bert_bilstm_crf实体识别 中文命名实体识别综述
    TPLinker实体识别 GlobalPointer实体识别 pytorch版本的百度UIE信息抽取 OneVersusRest实体识别
    多头选择实体识别 级联命名实体识别 albert属性抽取 W2NER实体识别
    基于MRC的实体识别 pytorch_bilstm_crf实体识别 三种架构进行实体识别 tensorflow_bilstm_crf实体识别
    文言文实体识别 百度UIE细粒度实体识别 基于biaffine进行实体识别 融合字形+拼音信息的bert中文实体识别
    基于bert的英文实体识别 三元组抽取:实体识别+关系抽取 GlobalPointer三元组抽取 CaseRel三元组抽取
    OneRel中文关系抽取 关系抽取综述 基于bert的关系抽取 基于LTP的三元组抽取
    pytorch百度UIE关系抽取 SpERT中文关系抽取 文言文关系抽取 MoeBert进行实体识别
    ====文本分类====
    bert中文文本分类 基于Lightning的分本分类 fasttext细粒度情感分析 不平衡文本分类
    EDA文本分类数据增强 基于bert的多标签分类 中文文本分类-各种CNN/RNN模型 tensorflow中文文本分类
    基于prompt的中文文本分类 微调ChineseModernBert Classification-Factory
    ====句子相似度====
    simcse句子表征 中文句向量表征 sentence-transformer句子相似度 simcse句子表征
    ====实体链接====
    基于bert的实体链接
    ====指代消解====
    基于bert的指代消解
    ====意图识别和槽位填充====
    意图识别和槽位填充
    ====知识图谱====
    基于英雄联盟知识图谱的问答 基于医疗知识图谱的问答
    ====文本生成====
    文本生成-T5/Unilm 基于RNN的中文写诗 基于seq2seq的英译中 使用genius进行生成
    ====中文关键词提取====
    关键词提取
    ====机器问答====
    albert机器问答 QANet机器问答 基于TFIDF的检索式问答 基于lstm的多项选择
    ====中文文本纠错====
    基于bert的中文拼写纠错 seq2edit文本纠错 中文文本纠错综述
    ====模型压缩====
    知识蒸馏
    ====其它====
    python公共代码 中文成语接龙 doccano标注工具 地址解析
    斗破苍穹新词发现 恶意域名识别 像sklearn一样使用bert 训练词、字、拼音向量
    使用自己的数据训练bert 更直接的bert代码 中文笔画向量 CNN/RNN/Transformer特征提取器
    transformer实例

    Pinned Loading

    1. awesome-chinese-ner awesome-chinese-ner Public

      中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集,以及中文预训练模型、词向量、实体识别综述等。

      745 56

    2. pytorch_bert_bilstm_crf_ner pytorch_bert_bilstm_crf_ner Public

      基于pytorch的bert_bilstm_crf中文命名实体识别

      Python 580 85

    3. BERT-BILSTM-CRF BERT-BILSTM-CRF Public

      使用BERT-BILSTM-CRF进行中文命名实体识别。

      Python 469 50

    4. pytorch_triple_extraction pytorch_triple_extraction Public

      基于pytorch的中文三元组提取(命名实体识别+关系抽取)

      Python 359 47

    5. langchain-learning langchain-learning Public

      langchain学习笔记,包含langchain源码解读、langchain中使用中文模型、langchain实例等。

      225 32

    6. Llama3.1-Finetuning Llama3.1-Finetuning Public

      对llama3进行全参微调、lora微调以及qlora微调。

      Python 210 16

    0