bert-embeddings

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)

nlp natural-language-processing bert sequence-labeling grammatical-error-correction sequence-editing sequence-transduction post-editing bert-model bert-embeddings bert-models

UpdatedMar 24, 2023
Macaulay2

labteral /ernie

Star201

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

nlp natural-language-processing tensorflow keras transformers sentence-classification albert bert roberta bert-model transformer-architecture tensorflow2 bert-embeddings huggingface bert-models bert-as-service transformer-tensorflow2 distilbert huggingface-transformer

UpdatedMay 26, 2024
Python

jackaduma /SecBERT

Star193

pretrained BERT model for cyber security text, learned CyberSecurity Knowledge

nlp security apt transformers cybersecurity attention threat-hunting deeplearning cyber-security nlp-machine-learning bert threat-analysis security-automation threat-intelligence machine-learning-security cyber-threat-intelligence threat-detection transformer-encoder bert-embeddings deep-learning-security

UpdatedApr 28, 2023
Python

declare-lab /dialogue-understanding

Star127

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

natural-language-processing sentiment-analysis dialogue pytorch lstm pretrained-models emotion-analysis bert dialogue-systems conversational-agents emotion-recognition natural-language-understanding conversational-ai adversarial-attacks explainable-ai dialogue-act emotion-recognition-in-conversation bert-embeddings dialogue-understanding utterance-level-dialogue

UpdatedMar 14, 2023
Python

ekramasif /Basic-Machine-Learning

Star80

This is a repo of basic Machine Learning what I learn. More to go...

python nlp data-science machine-learning natural-language-processing deep-learning neural-network tensorflow keras pandas seaborn embeddings artificial-intelligence lstm ann collaborate blstm bert-model bert-embeddings artficial-neural-network

UpdatedJun 30, 2025
Jupyter Notebook

hellonlp /sentence-similarity

Star75

文本相似度，语义向量，文本向量，text-similarity，similarity, sentence-similarity，BERT，SimCSE，BERT-Whitening，Sentence-BERT, PromCSE, SBERT

UpdatedNov 26, 2024
Python

Moradnejad /ColBERT-Using-BERT-Sentence-Embedding-for-Humor-Detection

Star72

ColBERT humor dataset for the task of humor detection, containing 200,000 jokes/news

paper model humor dataset bert humor-detection sentence-embeddings bert-embeddings colbert

UpdatedOct 2, 2024
Jupyter Notebook

nguyenvulebinh /vietnamese-electra

Star67

Electra pre-trained model using Vietnamese corpus

natural-language-processing deep-learning vietnamese transformer language-model bert vietnamese-nlp fine-tuning electra tensorflow2 bert-embeddings huggingface

UpdatedJun 12, 2023
Jupyter Notebook

FranxYao /PoincareProbe

Star58

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

bert hyperbolic-geometry probing hyperbolic bert-model bert-embeddings pretrained-language-model hyperbolic-embeddings bertology probing-tasks

UpdatedMar 23, 2021
Jupyter Notebook

luismond /tm2tb

Star58

Bilingual term extractor

python translation machine-translation transformers spacy terminology-extraction bert-embeddings

UpdatedDec 17, 2023
Python

georg-jung /FastBertTokenizer

Star50

Fast and memory-efficient library for WordPiece tokenization as it is used by BERT.

nlp machine-learning natural-language-processing ai tokens nlp-machine-learning bert tokenization wordpiece bert-embeddings wordpiece-tokenization llm

UpdatedSep 4, 2025
C#

Hazoom /bert-han

Star46

Hierarchical-Attention-Network

nlp natural-language-processing deep-learning text-classification python3 pytorch document-classification deeplearning bert han pytorch-implementation bert-model bert-embeddings heirarchical-attention-networks

UpdatedDec 8, 2022
Python

Gaurav-Pande /AES_DL

Star46

Automated Essay Scoring using BERT

python nlp natural-language-processing aes word2vec bias automated-essay-scoring bert-model bert-embeddings aes-dl

UpdatedDec 8, 2022
Jupyter Notebook

AI21Labs /sense-bert

Star46

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

nlp natural-language-processing nlp-machine-learning bert natural-language-understanding bert-model bert-embeddings bert-models

UpdatedMar 24, 2023
Python

abhilash1910 /ClusterTransformer

Sponsor

Star43

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

clustering pytorch embeddings transformer albert pytorch-implementation bert-embeddings distilbert roberta-model

UpdatedJun 11, 2021
Python

khalidsaifullaah /BERTify

Star36

An easy-to-use Python module that helps you to extract the BERT embeddings for a large text dataset (Bengali/English) efficiently.

feature-extraction text-processing bert bert-embeddings

UpdatedMay 18, 2023
Python

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michaelfeil /infinity

VinAIResearch /PhoBERT

ScalaConsultants /Aspect-Based-Sentiment-Analysis

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awasthiabhijeet /PIE

labteral /ernie

jackaduma /SecBERT

declare-lab /dialogue-understanding

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hellonlp /sentence-similarity

Moradnejad /ColBERT-Using-BERT-Sentence-Embedding-for-Humor-Detection

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FranxYao /PoincareProbe

luismond /tm2tb

georg-jung /FastBertTokenizer

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