sentence-embedding

There are 1 repository under sentence-embedding topic.

SeanLee97 / AnglE
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
llama llama2 semantic-similarity semantic-textual-similarity sentence-embedding stsbenchmark text-embedding sentence-embeddings text-similarity retrieval-augmented-generation sentence-vector text-vector text2vec embeddings sts mteb rag llm dense-retrieval information-retrieval
Language:Python 434
Huffon / sentence-similarity
This repository contains various ways to calculate sentence vector similarity using NLP models
natural-language-processing sentence-embedding sentence-similarity vector-similarity
Language:Python 200
BM-K / Sentence-Embedding-Is-All-You-Need
Korean Sentence Embedding Repository
korean-sentence-bert korean-simcse sentence-embedding self-supervised-learning sentence-similarity korean-diffcse
Language:Python 191
mrpeerat / Thai-Sentence-Vector-Benchmark
Benchmark for Thai sentence representation
natural-language-processing nlp sentence-embedding
Language:Jupyter Notebook 88
dev-chauhan / PQG-pytorch
Paraphrase Generation model using pair-wise discriminator loss
paraphrase-generation deep-learning anaconda sentence-embedding natural-language-processing natural-language-generation pytorch-implementation quora-question-pairs quora
Language:Python 44
BM-K / KoDiffCSE
Difference-based Contrastive Learning for Korean Sentence Embeddings
korean-diffcse self-supervised-learning sentence-embedding sentence-similarity
Language:Python 24
botisan-ai / sentence-transformers.js
Run sentence-transformers (SBERT) compatible models in Node.js or browser.
javascript sbert sentence-embedding sentence-embeddings sentence-transformers transformers typescript
Language:TypeScript 21
luozhouyang / embedrank
EmbedRank implemented in Python.
embedrank sentence-embedding keyword-extraction term-weighting phrase-extraction
Language:Python 15
LongxingTan / open-retrievals
All-in-One: Text Embedding, Retrieval, Reranking and RAG
advanced-rag contrastive-learning dense-retrieval embeddings information-retrieval llm-embeddings llm-rerankers nlp rag retrieval semantic-search semantic-similarity sentence-embedding sentence-similarity triplet-loss
Language:Python 13
VictorProkhorov / Text2Path
[NAACL(2019)] Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models
knowledge-graph nlp sentence-embedding sequence-to-sequence
Language:Shell 11
Lollipop / CRLT
CRLT: A Unified Contrastive Learning Toolkit for Unsupervised Text Representation Learning
contrastive-learning data-augmentation pytorch sentence-embedding simcse unsupervised-learning
Language:Python 8
SCAlabUnical / HASHET
HASHET (HAshtag recommendation using Sentence-to-Hashtag Embedding Translation) is a model aimed at suggesting a relevant set of hashtags for a given post.
deep-neural-networks hashtag-recommendation sentence-embedding word-embedding social-media
Language:Python 8
gulabpatel / Transformers
huggingface-transformers classification english-hindi-translation speech-transcripts tableqa weighandbiases summarization qa mbart mbart50 m2m100 semantic-search sentence-embedding sentence-similarity sentence-transformer text-clustering gpt-3 wandb bloom flant5
Language:Jupyter Notebook 6
arasgungore / job-posting-duplicate-detection
A project aiming to leverage text embeddings and Milvus, a high-performance vector search engine, to detect duplicate job postings.
duplicate-detection embeddings job-posting job-postings milvus text-embedding docker-compose dockerfile duplicates exploratory-data-analysis sentence-embeddings sentence-transformers vector-search-engine data-science machine-learning natural-language-processing embedding sentence-encoding sentence-embedding sentence-encoder
Language:Python 5
wj573510848 / learning_openvino
学习openvino，探索在bert加速上的应用
nlp sentence-embedding
Language:Python 4
h2soong / cd_algorithm
Official implementation for paper "Learning Discrete Sentence Representations via Construction & Decomposition".
iconip2020 binarization sentence-embedding
Language:Python 2
Through-time-with-BERT
joh-ga / Through-time-with-BERT
Scripts, data, and results from the "Through time with BERT" project, which evaluated and examined the extent to which English tenses are represented in BERT's raw sentence embeddings.
nlp bert english-tenses gpt-3 bertology sentence-embedding
Language:Jupyter Notebook 2
kdrl / SCNE
C++ implementation of the paper "Segmentation-free compositional n-gram embedding". NAACL-HLT2019.
machine-learning representation-learning sentence-embedding word-embedding
Language:C++ 1
ShayGeko / EASE-ReD
:rocket: EASE-ReD: Ethnicity Analysis and Sentence Embedding from Restaurant Distribution. Predicting ethnicity distribution in an area based on its restaurants data. Cleaning the data using sentence embeddings!
ai data-cleaning deep-learning pytorch sentence-embedding
Language:Python 1
fanqiwan / ClusterNS
Finding of ACL2023: Clustering-Aware Negative Sampling for Unsupervised Sentence Representation
clustering-algorithm machine-learning sentence-embedding unsupervised-learning
Language:Python 0
elifftosunn / textDataClean
Kirli veri çekildiğinde ön işleme adımlarına gerek kalmadan model eğitimi için hazır hale getirmek amacıyla yapılan uygulamadır.
nltk corpus deasciifier morphological-analysis ngram numpy pandas sentence-embedding sentence-tokenizer stemmer stopwords string turkish turkish-sentence-tokenizer word-tokenizer