NLP/examples

• PaddleNLP Examples
• • NLP 基础技术 (NLP Basic Technique)
  • NLP 系统应用 (NLP System Applications)
  • NLP 拓展应用 (NLP Extented Applications)

PaddleNLP Examples

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.

NLP 基础技术 (NLP Basic Technique)

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)

NLP 系统应用 (NLP System Applications)

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)

NLP 拓展应用 (NLP Extented Applications)

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)