bert-embeddings

There are 5 repositories under bert-embeddings topic.

michaelfeil / infinity
Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting a wide range of text-embedding models and frameworks.
bert-embeddings llm text-embeddings
Language:Python 704
VinAIResearch / PhoBERT
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
python3 bert bert-embeddings pos-tagging ner nli roberta part-of-speech-tagging named-entity-recognition natural-language-inference language-models vietnamese vietnamese-nlp vncorenlp rdrsegmenter deep-learning transformers transformers-library fairseq phobert
621
ScalaConsultants / Aspect-Based-Sentiment-Analysis
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
aspect-based-sentiment-analysis tensorflow sentiment-analysis machine-learning interpretability distill transformers transformer-models bert-embeddings deep-learning explainable-ml explainable-ai
Language:Python 526
boat-group / fancy-nlp
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
nlp chinese-nlp python-library keras tensorflow named-entity-recognition text-classification semantic-similarity tf2 bert-ner bert-chinese crf bimpm esim bert bilstm-crf bert-embeddings bert-classifier
Language:Python 281
awasthiabhijeet / PIE
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)
grammatical-error-correction sequence-transduction bert bert-model bert-models natural-language-processing sequence-editing sequence-labeling nlp post-editing bert-embeddings
Language:Macaulay2 226
ernie
labteral / ernie
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
bert roberta albert distilbert tensorflow keras tensorflow2 nlp sentence-classification transformers huggingface bert-model bert-models bert-as-service bert-embeddings huggingface-transformer transformer-architecture transformer-tensorflow2 natural-language-processing
Language:Python 199
jackaduma / SecBERT
pretrained BERT model for cyber security text, learned CyberSecurity Knowledge
cybersecurity security nlp bert bert-embeddings nlp-machine-learning deeplearning attention transformers transformer-encoder cyber-security security-automation apt machine-learning-security deep-learning-security cyber-threat-intelligence threat-intelligence threat-hunting threat-detection threat-analysis
Language:Python 135
declare-lab / dialogue-understanding
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
dialogue-systems dialogue-understanding emotion-recognition-in-conversation dialogue-act conversational-ai conversational-agents bert-embeddings bert pretrained-models emotion-recognition emotion-analysis natural-language-processing natural-language-understanding lstm pytorch sentiment-analysis adversarial-attacks explainable-ai utterance-level-dialogue dialogue
Language:Python 124
Basic-Machine-Learning
ekramasif / Basic-Machine-Learning
This is a repo of basic Machine Learning what I learn. More to go...
deep-learning machine-learning tensorflow lstm blstm nlp neural-network bert-embeddings embeddings bert-model keras natural-language-processing data-science python pandas seaborn artificial-intelligence ann artficial-neural-network collaborate
Language:Jupyter Notebook 76
nguyenvulebinh / vietnamese-electra
Electra pre-trained model using Vietnamese corpus
tensorflow2 electra bert bert-embeddings language-model vietnamese vietnamese-nlp deep-learning transformer huggingface fine-tuning natural-language-processing
Language:Jupyter Notebook 65
Moradnejad / ColBERT-Using-BERT-Sentence-Embedding-for-Humor-Detection
Novel model and dataset for the task of humor detection
humor-detection humor bert-embeddings colbert dataset model bert sentence-embeddings paper
Language:Jupyter Notebook 63
FranxYao / PoincareProbe
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
bert bert-model bert-embeddings pretrained-language-model probing probing-tasks bertology hyperbolic-geometry hyperbolic-embeddings hyperbolic
Language:Jupyter Notebook 54
luismond / tm2tb
Bilingual term extractor
machine-translation translation python terminology-extraction transformers spacy bert-embeddings
Language:Python 47
Gaurav-Pande / AES_DL
Automated Essay Scoring using BERT
natural-language-processing nlp bert-model bert-embeddings automated-essay-scoring word2vec aes-dl aes python bias
Language:Jupyter Notebook 43
AI21Labs / sense-bert
This is the code for loading the SenseBERT model, described in our paper from ACL 2020.
bert-model nlp bert-embeddings bert bert-models nlp-machine-learning natural-language-processing natural-language-understanding
Language:Python 41
Hazoom / bert-han
Hierarchical-Attention-Network
heirarchical-attention-networks deep-learning nlp natural-language-processing pytorch pytorch-implementation python3 document-classification han deeplearning text-classification bert bert-model bert-embeddings
Language:Python 40
hellonlp / sentence-similarity
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
bert-embeddings similarity text-similarity bert sentence-embeddings sentence-similarity simcse sentence-bert whitening sbert promcse
Language:Python 39
abhilash1910 / ClusterTransformer
Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
transformer albert bert-embeddings roberta-model pytorch-implementation embeddings clustering distilbert pytorch
Language:Python 38
khalidsaifullaah / BERTify
An easy-to-use Python module that helps you to extract the BERT embeddings for a large text dataset (Bengali/English) efficiently.
bert-embeddings text-processing bert feature-extraction
Language:Python 37
theamrzaki / COVID-19-BERT-ResearchPapers-Semantic-Search
BERT semantic search engine for searching literature research papers for coronavirus covid-19 in google colab
covid-19 bert bert-embeddings search-engine deep-learning nlp machine-learning coronavirus query literature research-paper natural-language-processing cosine-similarity google-colab google-colaboratory kaggle-competition
Language:Jupyter Notebook 31
nguyenvulebinh / vietnamese-roberta
A Robustly Optimized BERT Pretraining Approach for Vietnamese
bert bert-embeddings fairseq natural-language-processing pretrained-models pytorch roberta sentencepiece transformer vietnamese vietnamese-nlp
Language:Python 27
JerryWeiAI / COVID-Q
COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"
nlp covid-19 question-answering questions text-classification sentence-classification bert bert-embeddings svm svm-model knn-classification few-shot-learning triplet-loss
Language:Python 24
danlou / bert-disambiguation
Code and CoarseWSD-20 datasets for "Language Models and Word Sense Disambiguation: An Overview and Analysis"
nlp wsd bert bert-embeddings
Language:Python 22
georg-jung / FastBertTokenizer
Fast and memory-efficient library for WordPiece tokenization as it is used by BERT.
ai bert bert-embeddings llm machine-learning natural-language-processing nlp nlp-machine-learning tokenization tokens wordpiece wordpiece-tokenization
Language:C# 22
mohd-faizy / 06P_Sentiment-Analysis-With-Deep-Learning-Using-BERT
Finetuning BERT in PyTorch for sentiment analysis.
bert-model bert-embeddings transformers natural-language-processing sentiment-classification encoder pytorch attention-mechanism bert-models gpt transformer-architecture transformer-models
Language:Jupyter Notebook 21
raphaelsty / ckb
Contextual knowledge bases
knowledge-graph knowledge-base bert-embeddings rdf link-prediction wordnet freebase
Language:Python 20
akshaydnicator / Twitter-Sentiment-Analysis-NLP-Hackathon
Problem Statement: Given the tweets from customers about various tech firms who manufacture and sell mobiles, computers, laptops, etc, the task is to identify if the tweets have a negative sentiment towards such companies or products.
analytics-vidhya bert-embeddings cnn-classification cross-validation deep-learning elmo-vectors features-extraction hackathon keras-tensorflow lemmetization machine-learning neural-networks nlp pre-processing punctuation-marks sentiment-analysis sklearn-library spacy twitter wordvectors
Language:Python 18
wikirec
andrewtavis / wikirec
Recommendation engine framework based on Wikipedia data
wikipedia recommender-system recommendation-engine python books lda bert bert-embeddings unsupervised-learning multilingual wikipedia-data machine-learning tfidf doc2vec nlp natural-language-processing neural-network open-source text-mining python3
Language:Python 18
charlesdong1991 / HackerBERT
A showcase of combining Elasticsearch with BERT on the HackerNews public data
elasticsearch bert bert-embeddings hacker-news docker docker-compose nlp flask
Language:Python 18
shivank8 / YouTubeGPT
YouTube GPT is an Android app that allows users to generate video summaries using A.I models. Also capable of answering cross-questions related to the video content!
android app bert-embeddings chatgpt huggingface kotlin openai similarity-search chat video
Language:Kotlin 18
nlp-for-book-recommendation
AmoliR / nlp-for-book-recommendation
Content based recommender system for books using NLP.
altair bert-embeddings book-recomendation cosine-similarity huggingface jupyter-notebook keybert nlp nltk-python python-nlp recommender-system scikit-learn tf-idf
Language:Jupyter Notebook 17
Axe-- / Visual-Question-Answering
PyTorch Implementation of VQA Baseline & Hierarchical Co-Attention model
python pytorch vqa paper-implementations attention-mechanism bert-embeddings visual-question-answering co-attention
Language:Python 16
bhattbhavesh91 / BERT-Topic-Modeling
Small tutorial on how you can use BERT for Topic Modeling
bert bert-model bert-embeddings topic-modeling google-bert topic-modelling
Language:Jupyter Notebook 16
PrithivirajDamodaran / blitz-embed
C++ inference wrappers for running blazing fast embedding services on your favourite serverless like AWS Lambda. By Prithivi Da, PRs welcome.
baai bert-embeddings embedding ggml gguf
Language:C++ 16
xiongma / DGCNN
Dilation Gate CNN For Machine Reading Comprehension
bert-embeddings deep-learning natural-language-processing reading-comprehension tensorflow
Language:Python 16
eric11eca / NeuralLog
A neural-symbolic joint reasoning approach for Natural Language Inference (NLI). Modeling NLI as inference path planning through a search engine. Sequence chunking and neural paraphrase detection for syntactic variation. SOTA result on SICK and MED.
natural-language-processing natural-language-inference language-model bert-embeddings neural-symbolic-reasoning computational-semantics phrase-alignment
Language:Jupyter Notebook 15

bert-embeddings

michaelfeil / infinity

VinAIResearch / PhoBERT

ScalaConsultants / Aspect-Based-Sentiment-Analysis

boat-group / fancy-nlp

awasthiabhijeet / PIE

labteral / ernie

jackaduma / SecBERT

declare-lab / dialogue-understanding

ekramasif / Basic-Machine-Learning

nguyenvulebinh / vietnamese-electra

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

FranxYao / PoincareProbe

luismond / tm2tb

Gaurav-Pande / AES_DL

AI21Labs / sense-bert

Hazoom / bert-han

hellonlp / sentence-similarity

abhilash1910 / ClusterTransformer

khalidsaifullaah / BERTify

theamrzaki / COVID-19-BERT-ResearchPapers-Semantic-Search

nguyenvulebinh / vietnamese-roberta

JerryWeiAI / COVID-Q

danlou / bert-disambiguation

georg-jung / FastBertTokenizer

mohd-faizy / 06P_Sentiment-Analysis-With-Deep-Learning-Using-BERT

raphaelsty / ckb

akshaydnicator / Twitter-Sentiment-Analysis-NLP-Hackathon

andrewtavis / wikirec

charlesdong1991 / HackerBERT

shivank8 / YouTubeGPT

AmoliR / nlp-for-book-recommendation

Axe-- / Visual-Question-Answering

bhattbhavesh91 / BERT-Topic-Modeling

PrithivirajDamodaran / blitz-embed

xiongma / DGCNN

eric11eca / NeuralLog