bert-models

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

📝 A list of pre-trained BERT models for Japanese with word/subword tokenization + vocabulary construction algorithm information

Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch

TunBERT is the first release of a pre-trained BERT model for the Tunisian dialect using a Tunisian Common-Crawl-based dataset. TunBERT was applied to three NLP downstream tasks: Sentiment Analysis (SA), Tunisian Dialect Identification (TDI) and Reading Comprehension Question-Answering (RCQA)

BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.

This is the code for loading the SenseBERT model, described in our paper from ACL 2020.

Implementation of Protein Classification based on subcellular localization using ProtBert(Rostlab/prot_bert_bfd_localization) model from Hugging Face library, based on BERT model trained on large corpus of protein sequences.

text classification for Turkish language

The code of Team Rhinobird for Mining the Web of HTML-embedded Product Data Task One at ISWC2020

BERT implementation for radiology full-text reports

Targeted Aspect-based Sentiment Analysis on SentiHood Dataset (PyTorch)

Part-of-Speech Tagging for simplified and traditional Chinese data with BERT & RoBERTa

Code and data for the NLLP 2021 paper: `Multi-granular Legal topic Classification on Greek Legislation`

Master's thesis repository with evaluation of BERT-based models on Quora Question Dataset, in comparison to Siamese LSTM models

Problem statement - Implement a solution to forecast stock 'volatility' following earnings calls release of S&P1500 companies.

Tensorflow code , pre-trained models, and papers for Natural Language Processing

Bert Models for Russian Sentiment Analysis

[PyPI] BERT Word Embeddings

detecting spam in SMS

BERTs based rank relative ratings of toxicity between comments

This repository contains NLP Transfer learning projects with deployment and integration with UI.

Fine-tuning a BERT model using Ktrain | Transfer Learning NLP | Fine Tune Bert For Text Classification

Fine-tuning framework for BERT like models on RACE

BERT classification of Myers-Brigg personality types based on Twitter tweets in four different European languages.

Getting started with Hugging Face.

A web-based writing assistance tool for English that corrects errors both at the sentence and at the discourse-level.

English level classifier using BERT

This repo contains work carried out for SemEval 2022 Task 6: iSarcasmEval: Intended Sarcasm Detection In English and Arabic