semantic-similarity

There are 14 repositories under semantic-similarity topic.

ChenglongChen / kaggle-CrowdFlower
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
kaggle-crowdflower search-relevance natural-language-processing nlp kaggle-competetion relevance-competition semantic-matching kaggle search-engine product-search crowdflower semantic-similarity
Language:C++ 1756
CLUEbenchmark / CLUEPretrainedModels
高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型
pretrained-models chinese bert roberta albert sentence-classification sentence-pairs semantic-similarity sentence-analysis text-classification distillation corpus dataset
Language:Python 795
ChenglongChen / kaggle-HomeDepot
3rd Place Solution for HomeDepot Product Search Results Relevance Competition on Kaggle.
kaggle kaggle-homedepot kaggle-competition search-relevance natural-language-processing nlp relevance-competition semantic-matching search-engine product-search homedepot semantic-similarity
Language:Python 465
qdrant / awesome-metric-learning
😎 A curated list of awesome practical Metric Learning and its applications
anomaly-detection awesome-list metric-learning recommendation-system semantic-similarity similarity-search survey tutorials
458
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 412
embedding_studio
EulerSearch / embedding_studio
Embedding Studio is a framework which allows you transform your Vector Database into a feature-rich Search Engine.
embeddings embeddings-similarity fine-tuning llm-inference query-parser search-algorithm search-engine semantic-similarity unstructured-data unstructured-search vector-database search-query-parser
Language:Python 375
awesome-semantic-search
Agrover112 / awesome-semantic-search
A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
semantic-similarity semantic-search awesome-list awesome information-retrival information-retrieval sentence-embeddings ranking nlp hacktoberfest
331
ZachNagengast / similarity-search-kit
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
apple-neural-engine coreml information-retrieval nlp pretrained-models question-answering semantic-search semantic-similarity swift text-embeddings vector-embeddings
Language:Swift 303
brightmart / nlu_sim
all kinds of baseline models for sentence similarity 句子对语义相似度模型
atec nlu qa question-answering questions-and-answers semantic-similarity sentence-similarity similarity-measurement word2vec
Language:Python 296
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
AndriyMulyar / semantic-text-similarity
an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
bert bert-model semantic-similarity clinical-semantic-similarity sts-b med-sts sentence-similarity
Language:Python 212
Ravn-Tech / HyperTag
HyperTag - Intuitive Knowledge Management WebApp & CLI for Humans using Deep Learning & Tags
tags tagging filesystem file organization semantic-similarity search-text pdf search search-engine search-images images image-retrieval semantic-search knowledge-management
Language:Python 188
tlatkowski / multihead-siamese-nets
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
attention deep-architectures deep-learning deep-neural-networks multihead-attention multihead-attention-networks natural-language-processing nlp paraphrase paraphrase-identification python3 quora-question-pairs semantic-similarity sentence-similarity siamese-cnn siamese-lstm siamese-neural-network snli tensorflow text-similarity
Language:Jupyter Notebook 182
nitaiaharoni1 / vector-storage
Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows searching for similar documents based on cosine similarity.
localstorage semantic-search vector-db cosine-similarity embedding-vectors javascript local-storage lru-cache npm open-source openai semantic-similarity typescript vector-database vector-search vector-similarity vector-similarity-database vector-similarity-search
Language:TypeScript 178
tca19 / dict2vec
Dict2vec is a framework to learn word embeddings using lexical dictionaries.
wordembeddings wordembedding word2vec spearman semantic-similarity word-embeddings c embeddings
Language:Python 115
YuLab-SMU / DOSE
:mask: Disease Ontology Semantic and Enrichment analysis
disease-ontology enrichment-analysis semantic-similarity
Language:R 111
rgtjf / Semantic-Texual-Similarity-Toolkits
Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.
natural-language-processing semantic-similarity semeval sts
Language:Python 93
stephenleo / stripnet
STriP Net: Semantic Similarity of Scientific Papers (S3P) Network
nlp semantic-similarity topic-modeling network-analysis research scientific-publications natural-language-processing data-science
Language:HTML 85
brunoarine / org-similarity
Emacs package that helps org-mode users (re)discover similar documents
org-mode org-roam tf-idf similarity-search emacs elisp python bm25 semantic-similarity
Language:Emacs Lisp 84
related-sciences / nxontology
NetworkX-based Python library for representing ontologies
networkx ontologies similarity information-content semantic-similarity graphs networks intrinsic-similarity digraph
Language:Python 81
zake7749 / CIKM-AnalytiCup-2018
[ACM-CIKM] 2nd place solution at CIKM AnalytiCup 2018, a task for determining short text similarities.
natural-language-understanding text-similarity semantic-matching semantic-similarity keras natural-language-processing cikm
Language:Python 76
nlpcloud / nlpcloud-python
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...
nlp ner sentiment-analysis text-generation text-classification text-summarization question-answering language-detection tokenization machine-translation embeddings semantic-similarity paraphrasing keyword-extraction chatbot grammar-correction spelling-correction ad-generator code-generation
Language:Python 75
agamm / semantic-split
A Python library to chunk/group your texts based on semantic similarity.
embeddings llm nlp semantic-similarity vector-database-embedding
Language:Python 68
YuLab-SMU / biomedical-knowledge-mining-book
:books: Biomedical knowledge mining using GOSemSim and clusterProfiler
gene-ontology semantic-similarity enrichment-analysis disease-ontology medical-subject-headings clusterprofiler gosemsim
Language:TeX 66
LaihoE / did-it-spill
Check if you have training samples in your test set
computer-vision data-science deep-learning pytorch semantic-similarity time-series
Language:Python 64
CLUEbenchmark / QBQTC
QBQTC: 大规模搜索匹配数据集
semantic-search semantic-similarity search query chinese-dataset
Language:Python 59
YuLab-SMU / GOSemSim
:golf: GO-terms Semantic Similarity Measures
gene-ontology semantic-similarity bioinformatics
Language:R 58
GeneDx / phenopy
Phenotype comparison tools using semantic similarity.
hpo semantic-similarity phenotypes phenomics
Language:Python 55
wroberts / pygermanet
GermaNet API for Python
german nlp nltk wordnet python python-2 python-3 semantic-similarity
Language:Python 53
napolab
ruanchaves / napolab
A Natural Portuguese Language Benchmark (Napolab) for the evaluation of language models.
benchmarks catalan datasets english galician hate-speech huggingface large-language-models nlp portuguese question-answering semantic-similarity spanish text-simplification textual-entailment transformers huggingface-transformers python
Language:Python 52
MahmoudWahdan / Siamese-Sentence-Similarity
Keras and Tensorflow implementation of Siamese Recurrent Architectures for Learning Sentence Similarity
keras lstm semantic-similarity siamese-network siamese-recurrent-architectures tensorflow
Language:Python 47
nlpcloud / nlpcloud-js
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...
nlp sentiment-analysis text-classification machine-translation language-detection text-generation question-answering text-summarization ner tokenization semantic-similarity embeddings paraphrasing chatbot conversational-ai ad-generator intent-classification keywords-extraction code-generation
Language:JavaScript 44
daviddwlee84 / SentenceSimilarity
The enhanced RCNN model used for sentence similarity classification
ccks enhanced-rcnn quora-question-pairs semantic-similarity sentence-similarity
Language:Python 43
GeekDream-x / SemEval2022-Task8-TonyX
Deep-learning system proposed by HFL for SemEval-2022 Task 8: Multilingual News Similarity
paper cross-lingual crosslingual multi-lingual multilingual nlp semeval-2022 computational-linguistics natural-language-processing semantic-similarity xlm-roberta deep-learning machine-learning
Language:Python 40
giacbrd / python-dandelion-eu
A python client for connecting to all the services provided by https://dandelion.eu
python entity-extraction entity-linking machine-learning text-classification sentiment-analysis language-detection api-client api-wrapper api wikipedia wikipedia-api wikification text-similarity text-mining text-analysis semantic-analysis semantic-similarity
Language:Python 36
uhh-lt / path2vec
Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings
embeddings graph graph-embeddings semantic-relatedness semantic-similarity semantic-similarity-measures synset synset-embeddings word2vec wordnet
Language:Jupyter Notebook 32

semantic-similarity

ChenglongChen / kaggle-CrowdFlower

CLUEbenchmark / CLUEPretrainedModels

ChenglongChen / kaggle-HomeDepot

qdrant / awesome-metric-learning

SeanLee97 / AnglE

EulerSearch / embedding_studio

Agrover112 / awesome-semantic-search

ZachNagengast / similarity-search-kit

brightmart / nlu_sim

boat-group / fancy-nlp

AndriyMulyar / semantic-text-similarity

Ravn-Tech / HyperTag

tlatkowski / multihead-siamese-nets

nitaiaharoni1 / vector-storage

tca19 / dict2vec

YuLab-SMU / DOSE

rgtjf / Semantic-Texual-Similarity-Toolkits

stephenleo / stripnet

brunoarine / org-similarity

related-sciences / nxontology

zake7749 / CIKM-AnalytiCup-2018

nlpcloud / nlpcloud-python

agamm / semantic-split

YuLab-SMU / biomedical-knowledge-mining-book

LaihoE / did-it-spill

CLUEbenchmark / QBQTC

YuLab-SMU / GOSemSim

GeneDx / phenopy

wroberts / pygermanet

ruanchaves / napolab

MahmoudWahdan / Siamese-Sentence-Similarity

nlpcloud / nlpcloud-js

daviddwlee84 / SentenceSimilarity

GeekDream-x / SemEval2022-Task8-TonyX

giacbrd / python-dandelion-eu

uhh-lt / path2vec