917 Open source projects that are alternatives of or similar to Bert4doc Classification

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.

Official Ruby client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Ruby apps.

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

Arabic support for textblob

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

A collection of Natural language processing pre-trained models.

Natural Language Processing Best Practices & Examples

Text classification with Sparse Composite Document Vectors.

Resources for learning about Text Mining and Natural Language Processing

Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.

👑 spaCy building blocks and visualizers for Streamlit apps

🔮Deep Learning for text made easy with AllenNLP

Accelerated deep learning R&D

The Python Code Tutorials

A Model for Natural Language Attack on Text Classification and Inference

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

State of the Art Natural Language Processing

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

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

Machine learning based text classification in JavaScript using n-grams and cosine similarity

A tool for learning vector representations of words and entities from Wikipedia

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

Kadot, the unsupervised natural language processing library.

A list of NLP(Natural Language Processing) tutorials

Text vectorization tool to outperform TFIDF for classification tasks

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

Interpretable data visualizations for understanding how texts differ at the word level

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

CLaF: Open-Source Clova Language Framework

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

Graph Convolution Network for NLP

中文分词 词性标注 命名实体识别 依存句法分析 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 自然语言处理

Fake News Detection in Python

中文ULMFiT 情感分析 文本分类

Neural Models for Conversational AI

Korean HateSpeech Dataset

Oxford Deep NLP 2017 course - Practical 1: word2vec

[CVPR 2017] Torch code for Visual Dialog

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

The Natural Language Decathlon: A Multitask Challenge for NLP

Java interface for fastText

A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a nested python dictionary.

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

Tool for interactive embeddings visualization

Text Classification through CNN, RNN & HAN using Keras

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

这是一款基于web的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持文本的迭代标注和实体的嵌套标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验和调整，提高了标注语料的准确率和可靠性。

Meandering In Networks of Entities to Reach Verisimilar Answers

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

💥 displaCy-ent.js: An open-source named entity visualiser for the modern web

AI 算法岗简历模板

A Knowledge Base for the FB Group Artificial Intelligence and Deep Learning (AIDL)

BAND：BERT Application aNd Deployment，Simple and efficient BERT model training and deployment, 简单高效的 BERT 模型训练和部署

PyTorch implementation of beam search decoding for seq2seq models

It understands your voice commands, searches news and knowledge sources, and summarizes and reads out content to you.

HDLTex: Hierarchical Deep Learning for Text Classification

Implementation of character based convolutional neural network