1095 Open source projects that are alternatives of or similar to Bertweet

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

BNLP is a natural language processing toolkit for Bengali Language.

Named Entity Recognition based on dictionaries

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

Ner with Bert

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

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首等功能

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

State-of-the-art natural language processing for Ruby

Система, анализирующая тональность текстов и высказываний.

data resource untuk NLP bahasa indonesia

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

Named entity recognition (NER) in Russian texts / Определение именованных сущностей (NER) в тексте на русском языке

Rank 1 / 216

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

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Document Enrichment plugin for Elasticsearch

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…

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、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.

📚 Text classification library with Keras

Your Advanced Twitter stalking tool

📓 Long(er) text representation and classification using Doc2Vec embeddings

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

A simple zero-dependency React component for tagging user-defined entities within a block of text.

NER（命名实体识别）中文语料，一站式获取

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。

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。

AFINN sentiment analysis in Python

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

NLP with NLTK for Sentiment analysis amazon Products Reviews

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

COVID-19 Named Entity Recognition for Vietnamese (NAACL 2021)

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

汽车行业用户观点主题及情感识别

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

Python library and command-line tool for extracting compounds from scientific literature. Written in Python.

小时候练手的nlp项目

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

Weakly supervised medical named entity classification

A comprehensive tool for linguistic analysis of communities

Curated list of all NLP Resources

Text classification meets word embeddings.

simple rule based named entity recognition

Deep-Atrous-CNN-NER: Word level model for Named Entity Recognition

Python module for Named Entity Recognition (NER) using natural language processing.

KU_NERDY 이동엽, 임희석 (2017 국어 정보 처리 시스템경진대회 금상) - 한글 및 한국어 정보처리 학술대회

Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Sarcasm Detection for Sentiment Analysis

Named-entity recognition for Ruby

A PyTorch-based toolkit for natural language processing