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。
PaddleNLP provides rich application examples covering mainstream NLP task to help developers accelerate problem solving.
| 目录 Folder | 任务 Task |
|---|---|
| word_embedding | 词向量 (Word Embedding) |
| lexical_analysis | 词法分析 (Lexical Analysis) |
| dependency_parsing | 句法依存分析 (Dependency Parsing) |
| language_model | 预训练语言模型 (Pretrained Language Model) |
| text_to_sql | 语义解析 (Semantic Parsing/Text to SQL)⭐ |
| text_classification | 文本分类 (Text Classification) |
| text_matching | 文本匹配 (Text Matching) |
| text_generation | 文本生成 (Text Generation) |
| text_summarization | 文本摘要 (Text Summarization) |
| text_correction | 文本纠错 (Text Correction)⭐ |
| semantic_indexing | 语义索引 (Semantic Indexing) |
| information_extraction | 信息抽取 (Information Extraction) |
| question_generation | 问题生成 (Question Generation) |
| 目录 Folder | 任务 Task |
|---|---|
| sentiment_analysis | 情感分析 (Sentiment Analysis)🌟 |
| dialogue | 通用对话 (General Dialogue System) |
| machine_translation | 文本翻译 (Machine Translation) |
| simultaneous_translation | 同声翻译 (Simultaneous Translation) |
| machine_reading_comprehension | 阅读理解 (Machine Reading Comprehension) |
| 目录 Folder | 任务 Task |
|---|---|
| few_shot | 小样本学习 (Few-shot Learning)🌟 |
| text_to_knowledge | 解语知识关联框架 (Text Knowledge Mining)🌟 |
| model_compression | 模型压缩 (Model Compression） |
| text_graph | 文本图学习 (Text Graph Learning) |
| time_series | 时间序列预测 (Time Series Prediction) |