345 Open source projects that are alternatives of or similar to comparable-text-miner

this repository is a python package that supports SOAP interface to communicate with the Microsoft ATKS

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…

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

A simple strategy for training and finetuning NLP models for Arabic. Specify the parameters and just wait for the results. A simple design that makes use of the different tools in our NLP pipeline.

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

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

NLP tutorial

Very deep CNN for text classification

Arabic Tokenization Library. It provides many tokenization algorithms.

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

Syntaxnet Parsey McParseface wrapper for POS tagging and dependency parsing

A Framework for Textual Entailment based Zero Shot text classification

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

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

汽车行业用户观点主题及情感识别

Keras implementation of Character-level CNN for Text Classification

A collection of NLP tools for Sinhalese (සිංහල).

小时候练手的nlp项目

Indonesian twitter dataset for emotion classification task

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

Graph-based framework for text classification

Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK

NLP in Python with Deep Learning

CNN for Chinese Text Classification in Tensorflow

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

基于scikit-learn实现对新浪新闻的文本分类，数据集为100w篇文档，总计10类，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中Bayes作为baseline。

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

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

Pipeline for fast building text classification TF-IDF + LogReg baselines.

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

Sequence Labeling in Tensorflow

Implementation of papers for text classification task on SST-1/SST-2

PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656

📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.

Text Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.

Language Modeling and Text Classification in Malayalam Language using ULMFiT

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

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

Source code for the EMNLP 2020 paper "Cold-Start and Interpretability: Turning Regular Expressions intoTrainable Recurrent Neural Networks"

NLP with NLTK for Sentiment analysis amazon Products Reviews

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

paribhasha.herokuapp.com/

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

Easy, fast clustering of texts

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

all kinds of baseline models for long text classificaiton( text categorization)

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

Hierarchical Attention Networks for document classification

Developer friendly Natural Language Processing ✨

TextCNN Pytorch实现 中文文本分类 情感分析

Automatic Text Summarization (English/Arabic).

Repository for the Georgetown University Multilayer Corpus (GUM)

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.

a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.

Accelerated deep learning R&D

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

AQMAR Arabic Tagger: Sequence tagger with cost-augmented structured perceptron training

Sarcasm Detection for Sentiment Analysis