403 Open source projects that are alternatives of or similar to DeepNER

Source code for SEKE 2020 paper "SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER"

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.

A near real-time named-entity recognizer

A command-line utility for extracting names of people, places, and organizations from text on macOS.

基于bert4keras的GLUE基准代码

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13

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

An open source library for deep learning end-to-end dialog systems and chatbots.

2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

Transformer related optimization, including BERT, GPT

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Hierarchically-Refined Label Attention Network for Sequence Labeling

A curated list of pretrained sentence and word embedding models

🦜 Containerized HTTP API for industrial-strength NLP via spaCy and sense2vec

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

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

Super easy library for BERT based NLP models

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

Dilated CNNs for NER in TensorFlow

Natural Language Processing Tutorial for Deep Learning Researchers

Code and Dataset for the Bhola et al. (2020) Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

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

Google AI 2018 BERT pytorch implementation

Discourse Based Evaluation of Language Understanding

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

Named Entity Recognition based on dictionaries

FewCLUE 小样本学习测评基准，中文版

A Python implementation of Farasa toolkit

One Person, One Model, One World: Learning Continual User Representation without Forgetting

A PyTorch implementation of GraphRel

CLUE baseline pytorch CLUE的pytorch版本基线

sequence tagging for NER for ULMFiT

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

百度NLP：分词，词性标注，命名实体识别，词重要性

text generation based on transformer

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

BERT, LDA, and TFIDF based keyword extraction in Python

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

Naver movie review sentiment classification with KoBERT

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

Applied Deep Learning (2019 Spring) @ NTU

包含传统的基于统计模型(CRF)和基于深度学习(Embedding-Bi-LSTM-CRF)下的医疗数据命名实体识别

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Label data using HuggingFace's transformers and automatically get a prediction service

a sklearn wrapper for Google's BERT model

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

simple rule based named entity recognition

✔️Contextual word checker for better suggestions

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

SImple SenTence EmbeddeR

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