6488 Open source projects that are alternatives of or similar to Bert_score

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

Neural question generation using transformers

Important paper implementations for Question Answering using PyTorch

top 1% solution to toxic comment classification challenge on Kaggle.

a sklearn wrapper for Google's BERT model

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

The Python Code Tutorials

Quiz & Assignment of Coursera

Python implementation of TextRank for phrase extraction and summarization of text documents

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Web scrapping and related analytics using Python tools

Entity linking framework

A PyTorch implementation of GraphRel

A news recommendation system tailored for user communities

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

General Assembly's 2015 Data Science course in Washington, DC

Simple XLNet implementation with Pytorch Wrapper

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

Machine Learning University: Accelerated Natural Language Processing Class

Materials for deep NLP course

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Data augmentation for NLP

How to build RNNs and LSTMs from scratch with NumPy.

A curated list of awesome embedding models tutorials, projects and communities.

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Jupyter Notebooks with Deep Learning Tutorials

Graph Convolution Network for NLP

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

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

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Tutorial: Natural Language Processing in Python

Statistics and accepted paper list of NLP conferences with arXiv link

Machine Learning notebooks for refreshing concepts.

Course repo for Applied Natural Language Processing (Spring 2019)

Github repo with tutorials to fine tune transformers for diff NLP tasks

Official Repository for 'Practical Natural Language Processing' by O'Reilly Media

NLP in Python with Deep Learning

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Datasets, tools, and benchmarks for representation learning of code.

Oxford Deep NLP 2017 course - Practical 1: word2vec

Collection of useful data science topics along with code and articles

Open Machine Learning course at MIPT

A collection of notebooks for Natural Language Processing from NLP Town