933 Open source projects that are alternatives of or similar to Pytorch-NLU

BERT for Multitask Learning

A PyTorch-based toolkit for natural language processing

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

State of the Art Natural Language Processing

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

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

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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Sequence Labeling in Tensorflow

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

A Vietnamese natural language processing toolkit (NAACL 2018)

Text Classification in Turkish Texts with Bert

A Japanese tokenizer based on recurrent neural networks

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

Natural Language Processing Best Practices & Examples

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

👑 spaCy building blocks and visualizers for Streamlit apps

PyTorch repository for text categorization and NER experiments in Turkish and English.

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

💫 Industrial-strength Natural Language Processing (NLP) in Python

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

Thai Word Segmentation and Part-of-Speech Tagging with Deep Learning

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

A Pre-trained BERT on StackOverflow Corpus

🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0

A Robustly Optimized BERT Pretraining Approach for Vietnamese

An unsupervised Chinese word segmentation tool.

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

CKIP CoreNLP Toolkits

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

A Framework for Textual Entailment based Zero Shot text classification

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

Chinese Word Segmention Base on the Deep Learning and LSTM Neural Network

All NLP you Need Here. 个人实现了一些好玩的NLP demo，目前包含13个NLP应用的pytorch实现

This repository contains code for the O'Reilly Live Online Training for BERT

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

小时候练手的nlp项目

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

Abstractive and Extractive Text summarization using Transformers.

Anonymization of legal cases (Fr) based on Flair embeddings

BERT-BiLSTM-CRF的Keras版实现

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search