yingying123321's repositories
PyTorch-Course
JULYEDU PyTorch Course
Att-BLSTM-relation-extraction
Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
awesome-knowledge-distillation
Awesome Knowledge Distillation
bert4keras
keras implement of transformers for humans
bert_seq2seq
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。
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Chinese_Coreference_Resolution
基于SpanBert的中文指代消解，pytorch实现
HanLP
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
llama
Inference code for LLaMA models
LLaMA-Efficient-Tuning
Easy-to-use LLM fine-tuning framework (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, ChatGLM2)
LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
ltp
Language Technology Platform
MOSS
An open-source tool-augmented conversational language model from Fudan University
named_entity_recognition
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
Prompt-Tuning
Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"
pycorrector
pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。
rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
SimXNS
SimXNS, a research project for information retrieval, containing official implementations, by MSRA NLC IR team.
spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
Text-Classification
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch