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43 lines
4.5 KiB
Markdown
43 lines
4.5 KiB
Markdown
# PaddleNLP Examples
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PaddleNLP 旨在提供覆盖从研究到产业应用的丰富示例，助力开发者加速文本任务开发效率。
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PaddleNLP provides rich application examples covering mainstream NLP task to help developers accelerate problem solving.
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## NLP 基础技术 (NLP Basic Technique)
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| 目录 Folder | 任务 Task |
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|:-----------------------|--------------------------------------------------------------------------------------------------------------------------------------|
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| word_embedding | [词向量 (Word Embedding)](https://github.com/PaddlePaddle/PaddleNLP/tree/release/2.8/examples/word_embedding) |
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| lexical_analysis | [词法分析 (Lexical Analysis)](./lexical_analysis/) |
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| dependency_parsing | [句法依存分析 (Dependency Parsing)](https://github.com/PaddlePaddle/PaddleNLP/tree/release/2.8/examples/dependency_parsing/ddparser) |
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| text_to_sql | [语义解析 (Semantic Parsing/Text to SQL)](https://github.com/PaddlePaddle/PaddleNLP/tree/release/2.8/examples/text_to_sql):star: |
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| text_classification | [文本分类 (Text Classification)](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/slm/applications/text_classification) |
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| text_matching | [文本匹配 (Text Matching)](./text_matching/) |
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| text_generation | [文本生成 (Text Generation)](https://github.com/PaddlePaddle/PaddleNLP/tree/release/2.8/examples/text_generation/) |
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| text_summarization | [文本摘要 (Text Summarization)](./text_summarization/) |
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| text_correction | [文本纠错 (Text Correction)](https://github.com/PaddlePaddle/PaddleNLP/tree/release/2.8/examples/text_correction/):star: |
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| semantic_indexing | [语义索引 (Semantic Indexing)](./semantic_indexing/) |
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| information_extraction | [信息抽取 (Information Extraction)](./information_extraction/) |
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| question_generation | [问题生成 (Question Generation)](https://github.com/PaddlePaddle/PaddleNLP/tree/release/2.8/examples/question_generation/) |
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## NLP 系统应用 (NLP System Applications)
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| 目录 Folder | 任务 Task |
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|:------------------------------|------------------------------------------------------------------------------|
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| sentiment_analysis | [情感分析 (Sentiment Analysis)](./sentiment_analysis/):star2: |
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| dialogue | [通用对话 (General Dialogue System)](https://github.com/PaddlePaddle/PaddleNLP/tree/release/2.8/examples/dialogue/) |
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| machine_translation | [文本翻译 (Machine Translation)](./machine_translation/) |
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| simultaneous_translation | [同声翻译 (Simultaneous Translation)](./simultaneous_translation/) |
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| machine_reading_comprehension | [阅读理解 (Machine Reading Comprehension)](./machine_reading_comprehension/) |
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## NLP 拓展应用 (NLP Extended Applications)
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| 目录 Folder | 任务 Task |
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|:---------------------|-------------------------------------------------------------------------|
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| few_shot | [小样本学习 (Few-shot Learning)](./few_shot/):star2: |
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| text_to_knowledge | [解语知识关联框架 (Text Knowledge Mining)](./text_to_knowledge/):star2: |
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| model_compression | [模型压缩 (Model Compression）](./model_compression/) |
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| text_graph | [文本图学习 (Text Graph Learning)](./text_graph/erniesage/) |
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| contrastive_learning | [对比学习 (Contrastive Learning)](./contrastive_learning/) |
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