自然语言处理(NLP)教程,包括:词向量,词法分析,预训练语言模型,文本分类,文本语义匹配,信息抽取,翻译,对话。
☆489May 7, 2022Updated 4 years ago
Alternatives and similar repositories for nlp-tutorial
Users that are interested in nlp-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- pytextclassifier is a toolkit for text classification. 文本分类,LR,Xgboost,TextCNN,FastText,TextRNN,BERT等分类模型实现,开箱即用。☆524Sep 25, 2024Updated 2 years ago
- 🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具,支持BertSoftmax、BertSpan等模型,开箱即用。☆118Feb 19, 2024Updated 2 years ago
- NLP新手入门教程☆1,467Oct 23, 2022Updated 4 years ago
- pinyintokenizer, 拼音分词器,将连续的拼音切分为单字拼音列表。☆31Feb 5, 2025Updated last year
- 文本分类-文本挖掘-情感分析-文本生成实战☆14Mar 22, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 法研杯犯罪金额提取☆14Mar 5, 2022Updated 4 years ago
- 基于百度uie的关系抽取☆20Sep 26, 2022Updated 4 years ago
- text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。☆4,975Feb 14, 2026Updated 8 months ago
- 该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记☆4,034Oct 11, 2026Updated 3 weeks ago
- A concise implementation of SimCSE☆16Aug 2, 2021Updated 5 years ago
- pycorrector is a toolkit for text error correction. 文本纠错,实现了Kenlm,T5,MacBERT,ChatGLM3,Qwen2.5等模型应用在纠错场景,开箱即用。☆6,537Jul 25, 2026Updated 3 months ago
- NLP超强入门指南,包括各任务sota模型汇总(文本分类、文本匹配、序列标注、文本生成、语言模型),以及代码、技巧☆1,823Oct 16, 2022Updated 4 years ago
- TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型,实现了包括LLaMA,ChatGLM,BLO…☆979Sep 14, 2024Updated 2 years ago
- NLP 自然语言处理教程 https://dataxujing.github.io/NLP-paper/☆30Sep 17, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- MuCGEC中文纠错数据集及文本纠错SOTA模型开源;Code & Data for our NAACL 2022 Paper "MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Gr…☆570Jun 9, 2023Updated 3 years ago
- RelExt: A Tool for Relation Extraction from Text. 文本实体关系抽取工具。☆50Jun 9, 2022Updated 4 years ago
- 自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,b…☆1,533Sep 23, 2021Updated 5 years ago
- Released code for「An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis」in ACL2023.☆17Sep 7, 2023Updated 3 years ago
- 美丽东自然语言处理百宝箱~命名实体识别,文本分类,语言模型,文本摘要。☆10Nov 28, 2022Updated 3 years ago
- 实验苏神的CoSENT的Torch实现☆33Jan 8, 2022Updated 4 years ago
- 中文 NLP 预处理、解析工具包,准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com☆3,874Updated this week
- 中文nlp解决方案(大模型、数据、模型、训练、推理)☆3,844Aug 5, 2025Updated last year
- 《自然语言处理概论》 张奇、桂韬、黄萱菁著☆124Sep 10, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包,支持亿级数据文搜文、文搜图、图搜图,python3开发,开箱即用。☆907Mar 5, 2026Updated 7 months ago
- ☆652Mar 15, 2025Updated last year
- 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽…☆84,384May 10, 2024Updated 2 years ago
- PyTorch impelementations of BERT-based Spelling Error Correction Models. 基于BERT的文本纠错模型,使用PyTorch实现。☆276Feb 17, 2025Updated last year
- 收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中☆2,238Aug 29, 2023Updated 3 years ago
- 总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力☆7,509Aug 24, 2022Updated 4 years ago
- 复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!☆2,804Apr 4, 2026Updated 7 months ago
- ☆21Aug 22, 2020Updated 6 years ago
- Source code for the paper "PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction" in ACL2021☆243Aug 16, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- experiments of some semantic matching models and comparison of experimental results.☆161Oct 27, 2025Updated last year
- pytorch实现 Bert 做seq2seq任务,使用unilm方案, 现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。☆1,308Jun 18, 2022Updated 4 years ago
- NLP 领域常见任务的实现,包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。☆533May 20, 2023Updated 3 years ago
- 中文文本预处理,Word2Vec训练计算文本相似度。☆43Mar 6, 2019Updated 7 years ago
- 中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。☆5,732Sep 23, 2020Updated 6 years ago
- 该仓库主要记录 NLP 算法工程师相关的面试题☆2,576Oct 10, 2023Updated 3 years ago
- 基于Pytorch的Bert应用,包括命名实体识别、情感分析、文本分类以及文本相似度等☆816Jun 18, 2021Updated 5 years ago