581 Open source projects that are alternatives of or similar to Fancy Nlp

transform multi-label classification as sentence pair task, with more training data and information

中文自然语言处理工具集【断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查】

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

data resource untuk NLP bahasa indonesia

a sklearn wrapper for Google's BERT model

A web app to create and browse text visualizations for automated customer listening.

A PyTorch implementation of GraphRel

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

An Efficient Chinese Text Classifier

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

对收集的法律文档进行一系列分析，包括根据规范自动切分、案件相似度计算、案件聚类、法律条文推荐等（试验目前基于婚姻类案件，可扩展至其它领域）。

Multi-Task Deep Neural Networks for Natural Language Understanding

Vietnamese NLP Toolkit for Node

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

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

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

Educational material on using the TensorFlow Estimator framework for text classification

A frame-semantic parsing system based on a softmax-margin SegRNN.

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.

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行，跑不起来直播吃键盘。

Text vectorization tool to outperform TFIDF for classification tasks

使用BERT模型做文本分类；面向工业用途

FastText for Node.js

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Accelerated deep learning R&D

Dilated CNNs for NER in TensorFlow

A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.

ChineseNER based on BERT, with BiLSTM+CRF layer

Python based Open Source ETL tools for file crawling, document processing (text extraction, OCR), content analysis (Entity Extraction & Named Entity Recognition) & data enrichment (annotation) pipelines & ingestor to Solr or Elastic search index & linked data graph database

BNLP is a natural language processing toolkit for Bengali Language.

machine learning algorithm

A text tagger based on Lucene / Solr, using FST technology

An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

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

A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency, name recognition, idiom recognition, placename recognition, organization recognition, traditional chinese recognition, pinyin transform.

搜索所有中文NLP数据集，附常用英文NLP数据集

An implementation of Conditional Random Fields (CRFs) with Deep Learning Method

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

A curated list of NLP resources for Hungarian

Text Classification by Convolutional Neural Network in Keras

Fake News Detection in Python

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

Get list of common stop words in various languages in Python

A collection of Natural language processing pre-trained models.

Awesome-Text-Classification Projects,Papers,Tutorial .

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

Java interface for fastText

基于Transformers的文本分类

datagrand 2019 information extraction competition rank9

Implementation of Very Deep Convolutional Neural Network for Text Classification

ConText v4: Neural networks for text categorization

Python wraper for MetaMap