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bert-embeddings

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michaelfeil / infinity

Star 2.9k

Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali

bert-embeddings text-embeddings llm
  • Updated Mar 24, 2026
  • Python

VinAIResearch / PhoBERT

Star 806

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

deep-learning vietnamese transformers python3 named-entity-recognition language-models ner natural-language-inference bert pos-tagging vietnamese-nlp nli fairseq vncorenlp roberta bert-embeddings rdrsegmenter part-of-speech-tagging transformers-library phobert
  • Updated Aug 4, 2026

ScalaConsultants / Aspect-Based-Sentiment-Analysis

Star 583

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

machine-learning deep-learning sentiment-analysis tensorflow transformers interpretability aspect-based-sentiment-analysis explainable-ai explainable-ml distill bert-embeddings transformer-models
  • Updated May 24, 2026
  • Python

boat-group / fancy-nlp

Star 284

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

nlp text-classification tensorflow crf python-library keras tf2 named-entity-recognition chinese-nlp semantic-similarity bert bilstm-crf bimpm esim bert-chinese bert-embeddings bert-ner bert-classifier
  • Updated Dec 8, 2022
  • Python

awasthiabhijeet / PIE

Star 233

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
  • Updated Mar 24, 2023
  • Macaulay2

jackaduma / SecBERT

Star 211

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
  • Updated Apr 28, 2023
  • Python

labteral / ernie

Star 200

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
  • Updated May 26, 2024
  • Python

declare-lab / dialogue-understanding

Star 128

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
  • Updated Mar 14, 2023
  • Python

ekramasif / Basic-Machine-Learning

Star 80

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
  • Updated Mar 2, 2026
  • Jupyter Notebook

hellonlp / sentence-similarity

Star 77

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

text-similarity similarity bert whitening sentence-similarity sentence-embeddings bert-embeddings sbert sentence-bert simcse promcse
  • Updated Nov 26, 2024
  • Python

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

Star 75

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
  • Updated Oct 2, 2024
  • Jupyter Notebook

nguyenvulebinh / vietnamese-electra

Star 65

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
  • Updated Jun 12, 2023
  • Jupyter Notebook

FranxYao / PoincareProbe

Star 61

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
  • Updated Mar 23, 2021
  • Jupyter Notebook

luismond / tm2tb

Star 60

Bilingual term extractor

python translation machine-translation transformers spacy terminology-extraction bert-embeddings
  • Updated Nov 19, 2025
  • Python

georg-jung / FastBertTokenizer

Star 54

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
  • Updated Jul 29, 2026
  • C#

AI21Labs / sense-bert

Star 48

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
  • Updated Mar 24, 2023
  • Python

Hazoom / bert-han

Star 47

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
  • Updated Dec 8, 2022
  • Python

Gaurav-Pande / AES_DL

Star 45

Automated Essay Scoring using BERT

python nlp natural-language-processing aes word2vec bias automated-essay-scoring bert-model bert-embeddings aes-dl
  • Updated Dec 8, 2022
  • Jupyter Notebook

abhilash1910 / ClusterTransformer

Sponsor
Star 44

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
  • Updated Jun 11, 2021
  • Python

khalidsaifullaah / BERTify

Star 36

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
  • Updated May 18, 2023
  • Python

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