358 Open source projects that are alternatives of or similar to datagrand_bert

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

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.

Automated coding using machine-learning and remapping the U.S. nonprofit sector: A guide and benchmark

BNLP is a natural language processing toolkit for Bengali Language.

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

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

NER Task with KoBERT (with Naver NLP Challenge dataset)

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

pytorch implementation of the TwinBert paper

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

Sentence transformers models for SpaCy

Papers and Book to look at when starting NLP 📚

机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现

Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

reference tensorflow code for named entity tagging

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

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

中文人名语料库。人名生成器。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名。可用于中文分词、人名实体识别。

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

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

CCKS2019评测任务五-公众公司公告信息抽取，第3名

details

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

(CVPR2021) Kaleido-BERT: Vision-Language Pre-training on Fashion Domain.

An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0

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

Visualize BERT's self-attention layers on text classification tasks

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

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

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

DeFactoNLP: An Automated Fact-checking System that uses Named Entity Recognition, TF-IDF vector comparison and Decomposable Attention models.

😋本项目旨在通过Tensorflow基于BiLSTM+CRF实现中文分词、词性标注、命名实体识别（NER）。

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, and date/time expressed in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI. Partial support for NL, JA, KO, SV). Contributions are greatly welcome! Packages are available at https://www.nuget.org/profiles/Recognizers.Text and https://www.npmjs.com/~recognizers.text

SImple SenTence EmbeddeR

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

Named Entity Recognition based on dictionaries

A collection of research on knowledge graphs

A text analytics library with support for codemixed data

基于BERT的中文命名实体识别（pytorch）

ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

Empower Sequence Labeling with Task-Aware Language Model

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。

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

A Robustly Optimized BERT Pretraining Approach for Vietnamese

a sklearn wrapper for Google's BERT model

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

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

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

Neural Modeling for Named Entities and Morphology (Hebrew NER)

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

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

基于Pytorch和torchtext的知识图谱深度学习框架。

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

Named Entity Recognition (LSTM + CRF) - Tensorflow

Embedding, NMT, Text_Classification, Text_Generation, NER etc.