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

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

Transformer/Transformer-XL/R-Transformer examples and explanations

Automatic machine learning for tabular data. ⚡🔥⚡

simple rule based named entity recognition

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)

Repository for Machine Learning utils at the Wellcome Trust

2019达观杯信息提取第5名代码

[EMNLP 2021] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

CIKM 2020: Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.

An Easy To Use PyTorch Computer Vision Library

Unofficial JAX implementations of deep learning research papers

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

Transformer based translation quality estimation

本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等，最后用TFServing进行模型部署，线上推理和线下推理。

Extraction of the five journalistic W-questions (5W) from news articles

code and supplementary materials for a series of Medium articles about the BERT model

Augmented version of SQUAD 2.0 for Questions

参考NER，基于BERT的电商评论观点挖掘和情感分析

KitanaQA: Adversarial training and data augmentation for neural question-answering models

A Pre-trained BERT on StackOverflow Corpus

BERT Model Fine-tuning on Quora Questions Pairs

Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including the Essays dataset (Big-Five)

Deep sentence embedding using Sequence to Sequence learning

LAMB Optimizer for Large Batch Training (TensorFlow version)

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Convert a number to an approximated text expression: from '0.23' to 'less than a quarter'.

Theano implementation of Sequence-to-Sequence Autoencoder

Mining Discourse Markers for Unsupervised Sentence Representation Learning

Morphological analyzer / inflection engine for Russian and Ukrainian languages rewritten in Rust

Chinese NLP Data Augmentation， BERT Contextual Augmentation

🏎️ Accelerate training and inference of 🤗 Transformers with easy to use hardware optimization tools

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

Tensorflow based Neural Conversation Models

🇷🇺 Punctuation restoration production-ready model for Russian language 🇷🇺

No description or website provided.

Dual Encoders for State-of-the-art Natural Language Processing.

pytorch implementation of the TwinBert paper

A BERT-based reverse dictionary of Korean proverbs

Contains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.

Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery

An API built on Plumber (R) utilizing Markovify, a Python package, wrapped in markovifyR (R). It builds a Markov Chain-model based on text (user input) and generates new text based on the model.

seq2seq attention tensorflow textrank context

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch

[AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"

Embedding模型代码和学习笔记总结

Core server of the SEPIA Framework responsible for NLU, conversation, smart-service integration, user-accounts and more.

Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

This repo is the home of Romanian Transformers.

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+

✔️Contextual word checker for better suggestions

The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.

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