404 Open source projects that are alternatives of or similar to bern

A Pre-trained BERT on StackOverflow Corpus

State of the Art Natural Language Processing

A PyTorch-based toolkit for natural language processing

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Multi-Task Deep Neural Networks for Natural Language Understanding

An Easy-to-use, Modular and Prolongable package of deep-learning based Named Entity Recognition Models.

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…

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

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

XPersona: Evaluating Multilingual Personalized Chatbot

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

🤗 ParsBERT Persian NER Tasks

Deep Learning Transformer models in MATLAB

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

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

Flexible and powerful platform for biomedical information extraction from text

Implementation of Nested Named Entity Recognition using Flair

Document Enrichment plugin for Elasticsearch

No description or website provided.

BERT for Chinese Couplet | BERT用于自动对对联

A private nlp coding package, which quickly implements the SOTA solutions.

Tool for slot extraction from text

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机器阅读理解 冠军/亚军代码及中文预训练MRC模型

Pytorch Implementation of GoEmotions 😍😢😱

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

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support

Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)

국방 리스크 관리 플랫폼 (🏅 국방부장관상/Minister of National Defense Award)

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.

[AAAI 2021] TextWiser: Text Featurization Library

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

基于tensorflow1.x的预训练模型调用，支持单机多卡、梯度累积，XLA加速，混合精度。可灵活训练、验证、预测。

Persian Bert For Long-Range Sequences

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

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

No description or website provided.

Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.

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

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

A project on achieving Named-Entity Recognition using Deep Learning.

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

[EMNLP 2021] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

A simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Contextualised Embeddings and Language Modelling using BERT and Friends using R

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

simple rule based named entity recognition

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

Chatbot with bert chinese model, base on rasa framework（中文聊天机器人，结合bert意图分析，基于rasa框架）

2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛

Berserker - BERt chineSE woRd toKenizER

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings