743 Open source projects that are alternatives of or similar to classy

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Label data using HuggingFace's transformers and automatically get a prediction service

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

State of the Art Natural Language Processing

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Text2Text: Cross-lingual natural language processing and generation toolkit

An NLP system for generating reading comprehension questions

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

Sequence to sequence learning using TensorFlow.

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

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

Evaluating Machines by their Real-World Language Use

[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

中文NER的那些事儿

Logical Unity for Communicational Interactivity

A collection of natural language processing notebooks.

Text Classification in Turkish Texts with Bert

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

🤖 聊天机器人，对话模板

A curated list of resources dedicated to Natural Language Generation (NLG)

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

BERT Extension in TensorFlow

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

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…

A paper list of research conducted based on wikiHow

Abstractive and Extractive Text summarization using Transformers.

基于bert4keras的GLUE基准代码

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

A text analytics library with support for codemixed data

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle

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

CVAE_XGate model in paper "Xu, Dusek, Konstas, Rieser. Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity"

An Open-Source Framework for Prompt-Learning.

Flexible components pairing 🤗 Transformers with Pytorch Lightning

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Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

Discourse Based Evaluation of Language Understanding

A tensorflow implementation of neural sequence-to-sequence parser for converting natural language queries to logical form.

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Translating English sentences to Marathi using Neural Machine Translation

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

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

Neural machine translation implementation using dynet's python bindings

Anonymization of legal cases (Fr) based on Flair embeddings

A PyTorch-based toolkit for natural language processing

Berserker - BERt chineSE woRd toKenizER

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

This repository contains demos I made with the Transformers library by HuggingFace.

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛

An open information extraction system that provides compact extractions

Contextualised Embeddings and Language Modelling using BERT and Friends using R

自然语言处理常见任务（主要包括文本分类，序列标注，自动问答等）解决方案试验田

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

An implementation of attention-based neural machine translation using Pytorch

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

Super easy library for BERT based NLP models

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/