https://github.com/taishan1994/taishan1994
https://github.com/taishan1994/taishan1994
Last synced: 7 months ago
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- Host: GitHub
- URL: https://github.com/taishan1994/taishan1994
- Owner: taishan1994
- Created: 2021-12-18T13:37:17.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2025-03-20T11:19:20.000Z (7 months ago)
- Last Synced: 2025-03-20T12:21:44.934Z (7 months ago)
- Size: 140 KB
- Stars: 26
- Watchers: 1
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
### 你好，我是西西嘛呦. 👋
- 🌱 博客园地址：西西嘛呦
- 👯 微信公众号：西西嘛呦
- 🔭 知乎：西西嘛呦
- 🤔 目前从事于自然语言处理相关工作，喜欢探索不同的技术
- ⚡ 定制化arxiv，每日更新NLP相关论文：https://taishan1994.github.io/xiximayou-arxiv/
- 😄 联系我-微信号：gongoubo
| **====ChatGPT====** | | | |
| :------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
| [ChatGPT进行情感分析](https://github.com/taishan1994/ChatABSA) | [ChatGPT进行可控文本生成](https://github.com/taishan1994/ChatCTG) | [你也可以动手ChatGPT](https://github.com/taishan1994/PPO_Chinese_Generate) | [ChatGLM-LoRA-Tuning](https://github.com/taishan1994/ChatGLM-LoRA-Tuning) |
| [Chinese-BELLE-LoRA-Tuning](https://github.com/taishan1994/Chinese-BELLE-LoRA-Tuning) | [qlora-chinese-LLM](https://github.com/taishan1994/qlora-chinese-LLM) | [baichuan-Qlora-Tuning](https://github.com/taishan1994/baichuan-Qlora-Tuning) | [langchain-learning](https://github.com/taishan1994/langchain-learning) |
| [llama3-finetuning](https://github.com/taishan1994/Llama3-Finetuning) | [Qwen2-UIE](https://github.com/taishan1994/Qwen2-UIE) | [Reward-Model-Finetuning](https://github.com/taishan1994/Reward-Model-Finetuning) | [DPO-Finetuning](https://github.com/taishan1994/DPO-Finetuning) |
| [llava-handbook](https://github.com/taishan1994/llava-handbook) | [sentencepiece_chinese_bpe](https://github.com/taishan1994/sentencepiece_chinese_bpe) | [chinese_llm_pretrained](https://github.com/taishan1994/chinese_llm_pretrained) | [chinese_llm_sft](https://github.com/taishan1994/chinese_llm_sft) |
|[Search-o1-Simplified](https://github.com/taishan1994/Search-o1-Simplified)|
| **====图神经网络====** | | | |
| [异构图神经网络](https://github.com/taishan1994/pytorch_HAN) | [DGL中文文档](https://github.com/taishan1994/DGL_Chinese_Manual) | [图注意力神经网络](https://github.com/taishan1994/pytorch_gat) | |
| **====分布式训练====** | | | |
| [pytorch分布式训练](https://github.com/taishan1994/pytorch-distributed-NLP) | | | |
| **====中文信息抽取====** | | | |
| [BERT-BILSTM-CRF](https://github.com/taishan1994/BERT-BILSTM-CRF)：中文实体识别 | [BERT-Relation-Extraction](https://github.com/taishan1994/BERT-Relation-Extraction)：中文关系抽取 | [BERT-ABSA](https://github.com/taishan1994/BERT-ABSA)：中文方面级情感分析 | [BERT-Event-Extraction](https://github.com/taishan1994/BERT-Event-Extraction) 中文事件抽取 |
| [PointerNet_Chinese_Information_Extraction ](https://github.com/taishan1994/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](https://github.com/taishan1994/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](https://github.com/taishan1994/pytorch_bert_bilstm_crf_ner) | [中文命名实体识别综述](https://github.com/taishan1994/awesome-chinese-ner) |
| [TPLinker实体识别](https://github.com/taishan1994/pytorch_TPLinker_Plus_Ner) | [GlobalPointer实体识别](https://github.com/taishan1994/pytorch_GlobalPointer_Ner) | [pytorch版本的百度UIE信息抽取](https://github.com/taishan1994/pytorch_uie_ner) | [OneVersusRest实体识别](https://github.com/taishan1994/pytorch_OneVersusRest_Ner) |
| [多头选择实体识别](https://github.com/taishan1994/pytorch_Multi_Head_Selection_Ner) | [级联命名实体识别](https://github.com/taishan1994/pytorch_Cascade_Bert_Ner) | [albert属性抽取](https://github.com/taishan1994/pytorch_chinese_albert_attribute_extraction) | [W2NER实体识别](https://github.com/taishan1994/W2NER_predict) |
| [基于MRC的实体识别](https://github.com/taishan1994/BERT_MRC_NER_chinese) | [pytorch_bilstm_crf实体识别](https://github.com/taishan1994/pytorch_bilstm_crf_chinese_ner) | [三种架构进行实体识别](https://github.com/taishan1994/pytorch_ner_v1) | [tensorflow_bilstm_crf实体识别](https://github.com/taishan1994/tensorflow-bilstm-crf) |
| [文言文实体识别](https://github.com/taishan1994/classical_chinese_extraction) | [百度UIE细粒度实体识别](https://github.com/taishan1994/UIE_CLUENER) | [基于biaffine进行实体识别](https://github.com/taishan1994/pytorch_chinese_biaffine_ner) | [融合字形+拼音信息的bert中文实体识别](https://github.com/taishan1994/pytorch_bert_chinese_ner) |
| [基于bert的英文实体识别](https://github.com/taishan1994/pytorch_bert_english_ner) | [三元组抽取：实体识别+关系抽取](https://github.com/taishan1994/pytorch_triple_extraction) | [GlobalPointer三元组抽取](https://github.com/taishan1994/pytorch_GlobalPointer_triple_extraction) | [CaseRel三元组抽取](https://github.com/taishan1994/pytorch_casrel_triple_extraction) |
| [OneRel中文关系抽取](https://github.com/taishan1994/OneRel_chinese) | [关系抽取综述](https://github.com/taishan1994/awesome-relation-extraction) | [基于bert的关系抽取](https://github.com/taishan1994/pytorch_bert_relation_extraction) | [基于LTP的三元组抽取](https://github.com/taishan1994/ltp_triple_extraction) |
| [pytorch百度UIE关系抽取](https://github.com/taishan1994/pytorch_uie_re) | [SpERT中文关系抽取](https://github.com/taishan1994/SpERT_chinese) | [文言文关系抽取](https://github.com/taishan1994/classical_chinese_extraction) | |
| **====文本分类====** | | | |
| [bert中文文本分类](https://github.com/taishan1994/pytorch_bert_chinese_classification) | [基于Lightning的分本分类](https://github.com/taishan1994/pytorch_lightning_text_classification) | [fasttext细粒度情感分析](https://github.com/taishan1994/fasttext_chinese_ABSA) | [不平衡文本分类](https://github.com/taishan1994/pytorch_unbalanced_text_classification) |
| [EDA文本分类数据增强](https://github.com/taishan1994/eda_for_chinese_text_classification) | [基于bert的多标签分类](https://github.com/taishan1994/pytorch_bert_multi_classification) | [中文文本分类-各种CNN/RNN模型](https://github.com/taishan1994/pytorch_chinese_text_classification) | [tensorflow中文文本分类](https://github.com/taishan1994/tensorflow-text-classification) |
| [基于prompt的中文文本分类](https://github.com/taishan1994/prompt_text_classification) | | | |
| **====句子相似度====** | | | |
| [simcse句子表征](https://github.com/taishan1994/simcse_chinese_sentence_vector) | [中文句向量表征](https://github.com/taishan1994/chinese_sentence_embeddings) | [sentence-transformer句子相似度](https://github.com/taishan1994/sbert_text_similarity) | [simcse句子表征](https://github.com/taishan1994/simcse_chinese_sentence_vector) |
| **====实体链接====** | | | |
| [基于bert的实体链接](https://github.com/taishan1994/pytorch_bert_entity_linking) | | | |
| **====指代消解====** | | | |
| [基于bert的指代消解](https://github.com/taishan1994/pytorch_bert_coreference_resolution) | | | |
| **====意图识别和槽位填充====** | | | |
| [意图识别和槽位填充](https://github.com/taishan1994/pytorch_bert_intent_classification_and_slot_filling) | | | |
| **====知识图谱====** | | | |
| [基于英雄联盟知识图谱的问答](https://github.com/taishan1994/lol_knowledge_graph_qa) | [基于医疗知识图谱的问答](https://github.com/taishan1994/medical_question_and_answer_knowledge_graph) | | |
| **====文本生成====** | | | |
| [文本生成-T5/Unilm](https://github.com/taishan1994/pytorch_Chinese_Generate) | [基于RNN的中文写诗](https://github.com/taishan1994/pytorch_peot_rnn) | [基于seq2seq的英译中](https://github.com/taishan1994/seq2seq_english_to_chinese) | [使用genius进行生成](https://github.com/taishan1994/genius_for_your_data) |
| **====中文关键词提取====** | | | |
| [关键词提取](https://github.com/taishan1994/chinese_keyword_extraction) | | | |
| **====机器问答====** | | | |
| [albert机器问答](https://github.com/taishan1994/pytorch_albert_qa) | [QANet机器问答](https://github.com/taishan1994/pytorch_chinese_QANet_cmrc2018) | [基于TFIDF的检索式问答](https://github.com/taishan1994/WebQA_tfidf) | [基于lstm的多项选择](https://github.com/taishan1994/pytorch_chinese_multiple_choice) |
| **====中文文本纠错====** | | | |
| [基于bert的中文拼写纠错](https://github.com/taishan1994/pytorch_bert_chinese_spell_correction) | [seq2edit文本纠错](https://github.com/taishan1994/Gector_chinese) | [中文文本纠错综述](https://github.com/taishan1994/awesome-chinese-text-correction) | |
| **====模型压缩====** | | | |
| [知识蒸馏](https://github.com/taishan1994/pytorch_knowledge_distillation) | | | |
| **====其它====** | | | |
| [python公共代码](https://github.com/taishan1994/python_common_code_collection) | [中文成语接龙](https://github.com/taishan1994/chinese_chengyujielong) | [doccano标注工具](https://github.com/taishan1994/doccano_export) | [地址解析](https://github.com/taishan1994/address_normalize) |
| [斗破苍穹新词发现](https://github.com/taishan1994/dpcq_new_word_find) | [恶意域名识别](https://github.com/taishan1994/fasttext_chinese_ABSA) | [像sklearn一样使用bert](https://github.com/taishan1994/bert-sklearn-chinese) | [训练词、字、拼音向量](https://github.com/taishan1994/python3_wiki_word2vec) |
| [使用自己的数据训练bert](https://github.com/taishan1994/train_bert_use_your_data) | [更直接的bert代码](https://github.com/taishan1994/pytorch_simple_bert) | [中文笔画向量](https://github.com/taishan1994/stroke2vec) | [CNN/RNN/Transformer特征提取器](https://github.com/taishan1994/pytorch_cnn_rnn_transformer) |
| [transformer实例](https://github.com/taishan1994/transformer-examples) | | | |
| | | | |