Topic: sentence-embeddings Goto Github

👇 Here are 250 public repositories matching this topic...

agrover112 / awesome-semantic-search
sentence-embeddings,A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
User: agrover112
semantic-similarity semantic-search awesome-list awesome information-retrival information-retrieval sentence-embeddings ranking nlp hacktoberfest

algoprog / quin
sentence-embeddings,An easy to use framework for large-scale fact-checking and question answering
User: algoprog
semantic-search search-engine question-answering fact-checking retrieval nlp qr-bert sentence-embeddings

bm-k / kosimcse-skt
sentence-embeddings,Simple Contrastive Learning of Korean Sentence Embeddings
User: bm-k
natural-language-processing sentence-embeddings sentence-similarity korean-simcse

cpcdoy / rust-sbert
sentence-embeddings,Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
User: cpcdoy
rust bert sbert sentence-transformers sentence-embeddings nlp sentence-bert rust-sbert

dayyass / muse-as-service
sentence-embeddings,REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.
User: dayyass
Home Page: https://pypi.org/project/muse-as-service/
python nlp embeddings universal-sentence-encoder api rest-api text sentence-embeddings machine-learning deep-learning bert tensorflow service web-server flask gunicorn docker hacktoberfest

dborrelli / chat-intents
sentence-embeddings,Clustering sentence embeddings to extract message intent
User: dborrelli
nlp sentence-embeddings clustering unsupervised-learning document-embeddings

doragd / awesome-sentence-embedding
sentence-embeddings,A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
User: doragd
sentence-embeddings sentence-similarity text-matching textual-similarity

flagopen / flagembedding
sentence-embeddings,Retrieval and Retrieval-augmented LLMs
Organization: flagopen
embeddings information-retrieval llm sentence-embeddings text-semantic-similarity retrieval-augmented-generation

flipz357 / s3bert
sentence-embeddings,Semantically Structured Sentence Embeddings
User: flipz357
embeddings explainability explainable-ai sentence-embeddings sentence-transformers

geeks-of-data / knowledge-gpt
sentence-embeddings,Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
Organization: geeks-of-data
Home Page: https://pypi.org/project/knowledgegpt/
gpt openai context embedding embedding-vectors gpt3-turbo gpt4 huggingface huggingface-transformers information-extraction

goru001 / inltk
sentence-embeddings,Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
User: goru001
Home Page: https://inltk.readthedocs.io
nlp deep-learning indic-languages pytorch data-augmentation sentence-similarity sentence-encoding word-embeddings sentence-embeddings

gyunggyung / agi-papers
sentence-embeddings,Papers and Book to look at when starting AGI 📚
User: gyunggyung
nlg llm nlp dialogue sentence-similarity efficient distillation multimodal sentence-embeddings multiple-tasks

hellojwilde / energetic-ai
sentence-embeddings,EnergeticAI is TensorFlow.js, optimized for serverless environments, with fast cold-start, small module size, and pre-trained models.
User: hellojwilde
Home Page: https://energeticai.org
ai artificial-intelligence embeddings embeddings-trained machine-learning sentence-embeddings tensorflow tensorflowjs

hellonlp / sentence-similarity
sentence-embeddings,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
User: hellonlp
bert-embeddings similarity text-similarity bert sentence-embeddings sentence-similarity simcse sentence-bert whitening sbert

hhzrd / bert-embedding-frequently-asked-question
sentence-embeddings,FAQ-based Question Answering System using BERT
Organization: hhzrd
sentence-bert sentence-transformers es-elasticsearch sentence-embeddings faq-system faq dialogue-systems question question-answering dialogue

hpprc / simple-simcse
sentence-embeddings,A simple implementation of SimCSE
User: hpprc
Home Page: https://aclanthology.org/2021.emnlp-main.552/
deep-learning pytorch sentence-embeddings

hpprc / simple-simcse-ja
sentence-embeddings,Exploring Japanese SimCSE
User: hpprc
Home Page: https://arxiv.org/abs/2310.19349
pytorch simcse japanese sentence-embeddings sentence-transformers transformers

jina-ai / vectordb
sentence-embeddings,A Python vector database you just need - no more, no less.
Organization: jina-ai
embedding-similarity neural-search sentence-embeddings vector-database vector-database-embedding vector-search

johngiorgi / declutr
sentence-embeddings,The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
User: johngiorgi
Home Page: https://aclanthology.org/2021.acl-long.72/
contrastive-learning natural-language-processing allennlp pytorch transformers representation-learning sentence-embeddings sentence-similarity semantic-search semantic-text-similarity

johnsnowlabs / nlu
sentence-embeddings,1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
Organization: johnsnowlabs
nlu natural-language-understanding sentiment-classifier text-classification transformers language-detection named-entity-recognition seq2seq t5 lemmatizer

kamalkraj / e5-mistral-7b-instruct
sentence-embeddings,Finetune mistral-7b-instruct for sentence embeddings
User: kamalkraj
finetuning huggingface lora mistral-7b peft pytorch sentence-embeddings transformers

kaushalshetty / structured-self-attention
sentence-embeddings,A Structured Self-attentive Sentence Embedding
User: kaushalshetty
attention-mechanism attention-model self-attention self-attentive-rnn pytorch deep-learning python3 attention visualization classification

kwangka / simcse_unsup
sentence-embeddings,中文无监督SimCSE Pytorch实现
User: kwangka
nlp pytorch chinese sentence-embeddings

maartengr / bertopic
sentence-embeddings,Leveraging BERT and c-TF-IDF to create easily interpretable topics.
User: maartengr
Home Page: https://maartengr.github.io/BERTopic/
bert transformers topic-modeling sentence-embeddings nlp machine-learning topic ldavis topic-modelling topic-models

moradnejad / colbert-using-bert-sentence-embedding-for-humor-detection
sentence-embeddings,Novel model and dataset for the task of humor detection
User: moradnejad
humor-detection humor bert-embeddings colbert dataset model bert sentence-embeddings paper

muennighoff / sgpt
sentence-embeddings,SGPT: GPT Sentence Embeddings for Semantic Search
User: muennighoff
Home Page: https://arxiv.org/abs/2202.08904
gpt information-retrieval language-model large-language-models retrieval semantic-search sentence-embeddings text-embedding neural-search sgpt

ncbi-nlp / biosentvec
sentence-embeddings,BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Organization: ncbi-nlp
natural-language-processing bionlp fasttext sent2vec sentence-embeddings word-embeddings sentence-similarity pubmed mimic-iii

neuml / txtai
sentence-embeddings,💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Organization: neuml
Home Page: https://neuml.github.io/txtai
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

oborchers / fast_sentence_embeddings
sentence-embeddings,Compute Sentence Embeddings Fast!
User: oborchers
sentence-embeddings sentence-representation sentence-similarity document-similarity usif sif wordembedding gensim gensim-model word2vec-model

pdrm83 / sent2vec
sentence-embeddings,How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
User: pdrm83
nlp nlp-machine-learning encode-sentences sent2vec sentence-embeddings word2vec natural-language-processing machine-learning artificial-intelligence ai

perceptiveshawty / rankcse
sentence-embeddings,Implementation of "RankCSE: Unsupervised Sentence Representation Learning via Learning to Rank" (ACL 2023)
User: perceptiveshawty
Home Page: https://aclanthology.org/2023.acl-long.771/
contrastive-learning sentence-embeddings sentence-representations simcse nlp

princeton-nlp / simcse
sentence-embeddings,[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
Organization: princeton-nlp
nlp sentence-embeddings

robrua / easy-bert
sentence-embeddings,A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
User: robrua
bert natural-language-processing natural-language-understanding language-model machine-learning tensorflow nlp word-embeddings sentence-embeddings

roomylee / self-attentive-emb-tf
sentence-embeddings,Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)
User: roomylee
Home Page: https://arxiv.org/abs/1703.03130
self-attention attention attention-mechanism sentence-embeddings text-classification tensorflow iclr2017

seanlee97 / angle
sentence-embeddings,Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard
User: seanlee97
Home Page: https://arxiv.org/abs/2309.12871
llama llama2 semantic-similarity semantic-textual-similarity sentence-embedding stsbenchmark text-embedding sentence-embeddings document-retrieval text-similarity

seanlee97 / xmnlp
sentence-embeddings,xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
User: seanlee97
pinyin nlp spell-checker radical sentiment-analysis ner lexical-analysis segmentation postagging sentence-embeddings

separius / awesome-sentence-embedding
sentence-embeddings, A curated list of pretrained sentence and word embedding models
User: separius
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation

shibing624 / text2vec
sentence-embeddings,text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
User: shibing624
Home Page: https://pypi.org/project/text2vec/
similarity nlp text-similarity text2vec word2vec embeddings sentence-embeddings

sileod / discovery
sentence-embeddings,Mining Discourse Markers for Unsupervised Sentence Representation Learning
User: sileod
discourse-analysis sentence-embeddings deep-learning infersent discourse-markers pdtb dataset natural-language-processing natural-language-understanding natural-language-inference

sunyilgdx / sifrank_zh
sentence-embeddings,Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
User: sunyilgdx
sifrank keyphrase-extraction keyword-extraction elmo pre-trained-language-models sif word-embeddings sentence-embeddings python36

tharindudr / simple-sentence-similarity
sentence-embeddings,Exploring the simple sentence similarity measurements using word embeddings
User: tharindudr
python sentence-similarity sentence-embeddings word-embeddings ipynb word2vec glove fasttext elmo wmd

thiswillbeyourgithub / anna_anki_neuronal_appendix
sentence-embeddings,Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
User: thiswillbeyourgithub
umap kmeans clustering neighbourhood embedding sementics bert nlp latent anki

tianduowang / diffaug
sentence-embeddings,[EMNLP 2022] Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536
User: tianduowang
nlp sentence-embeddings data-augmentation

ukplab / useb
sentence-embeddings,Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
Organization: ukplab
sentence-embeddings unsupervised-learning benchmark domain-adaptation information-retrieval reranking paraphrase-identification sbert transformer pytorch

voidism / diffcse
sentence-embeddings,Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
User: voidism
Home Page: https://arxiv.org/abs/2204.10298
contrastive-learning representation-learning self-supervised-learning sentence-embeddings sentence-similarity sentence-transformers

wangyuxinwhy / uniem
sentence-embeddings,unified embedding model
User: wangyuxinwhy
embeddings huggingface nlp sentence-embeddings sentence-transformers

yanzhangnlp / is-bert
sentence-embeddings,An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)
User: yanzhangnlp
sentence-embeddings bert

yaushian / msimcse
sentence-embeddings,mSimCSE: Multilingual SimCSE
User: yaushian
cross-lingual multi-lingual natural-language-processing sentence-embeddings

yjiangcm / promcse
sentence-embeddings,Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
User: yjiangcm
Home Page: https://arxiv.org/abs/2203.06875v2
contrastive-learning energy-based-learning prompt pytorch sentence-embeddings

yumeng5 / spherical-text-embedding
sentence-embeddings,[NeurIPS 2019] Spherical Text Embedding
User: yumeng5
word-embeddings document-embeddings unsupervised-learning spherical-geometry sentence-embeddings