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GitHub topics: semantic-textual-similarity

SeanLee97/AnglE

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

Language: Python - Size: 889 KB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 536 - Forks: 37

alvations/stasis

Semantic Textual Similarity in Python

Language: Jupyter Notebook - Size: 31.3 MB - Last synced at: 14 days ago - Pushed at: over 8 years ago - Stars: 80 - Forks: 20

iscc/iscc-sct

ISCC - Semantic Code Text

Language: Python - Size: 4.2 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 0

LazarusNLP/indonesian-sentence-embeddings

Embedding Representation for Indonesian Sentences!

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 17 - Forks: 2

SuperBruceJia/Awesome-Semantic-Textual-Similarity

Awesome Semantic Textual Similarity: a curated list of Semantic Textual Similarity in Large Language Models and NLP

Size: 252 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 0

tuzhucheng/sentence-similarity

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

Language: Python - Size: 4.12 MB - Last synced at: 29 days ago - Pushed at: about 7 years ago - Stars: 107 - Forks: 25

soumyajit4419/Advance-NLP-Text_Mining

Natural Launguage Processing ,Text-Mining ,Natural Launguage Understanding

Language: Jupyter Notebook - Size: 6.16 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

natsheh/sensim

Sentence Similarity Estimator (SenSim)

Language: Python - Size: 30.8 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 3

tuzhucheng/MP-CNN-Variants

Variants of Multi-Perspective Convolutional Neural Networks

Language: Jupyter Notebook - Size: 2.72 MB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 12

DolbyUUU/Reinforcement-Calibration-SimCSE

Reinforcement Calibration SimCSE, combining contrastive learning, artificial potential fields, perceptual loss, and RLHF to achieve improved Semantic Textual Similarity (STS) embeddings. PyTorch-based implementations of PerceptualBERT and ForceBasedInfoNCE, along with fine-tuning capabilities via RLHF and evaluation using SentEval.

Language: Python - Size: 371 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Lukevanl/SOPalign

SOPalign: A Tool for Automatic Estimation of Compliance with Medical Guidelines

Language: Vue - Size: 11 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

juanmc2005/SimilarityLearning

Similarity Learning applied to Speaker Verification and Semantic Textual Similarity

Language: Python - Size: 5.8 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 12 - Forks: 7

KomeijiForce/CoTAM

Official Implementation of the ACL2024 Findings paper "Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation"

Language: Python - Size: 1.49 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 10 - Forks: 1

alerrad/teen-talk

Telegram bot with which teenagers can freely ask questions about reproductive health and sex education.

Language: Python - Size: 75.2 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Pog-Frog/Plagiarism-Checking-API

This is an API for plagiarism detection in essays. It is based on the sentence-transformers library and the paraphrase-multilingual-MiniLM-L12-v2 model.

Language: Python - Size: 341 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vcardonas/linkedin-project

Proyecto de webscraping en Linkedin y NLP. Tiene como objetivo analizar las herramientas más demandas actualmente para Data Analyst o Analista de Datos en Colombia.

Language: Jupyter Notebook - Size: 7.69 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

GRO4T/NLP_SBERT-interpretable-semantic-text-similarity

Interpretable semantic textual similarity using SBERT.

Language: Jupyter Notebook - Size: 23.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

celarex/STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-Keras

A simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."

Language: Python - Size: 420 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 7

wjunneng/2020-AI-English-Text-Semantic-Similarity

2020 AI研习社 英文文本语义相似度

Language: Python - Size: 1.86 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

vukbatanovic/STS.news.sr

The Serbian Semantic Textual Similarity News Corpus

Size: 165 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 2

vukbatanovic/STSFineGrain

A collection of Semantic Textual Similarity (STS) models and a framework for their evaluation on STS corpora with fine-grained similarity scores

Language: Java - Size: 53.7 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

vukbatanovic/STSAnno

A tool for semantic textual similarity annotation

Language: Java - Size: 167 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 2

vukbatanovic/paraphrase.sr

The Serbian Paraphrase Corpus

Size: 215 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

repodiac/Mail_Receptionist

Mail Receptionist (COVID-19 Ausgabe) sortiert Ihre eMail-Anfragen bzgl. einer COVID-19 Impfung vollautomatisch ein bzw. aus und versendet auf Wunsch zusätzlich eine Antwort an den Absender. So bleibt Ihnen mehr Zeit für Ihre Patienten oder die Anstellung von Extra-Mitarbeitern zur Bewältigung der Mailflut entfällt.

Language: Python - Size: 302 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

NLP-CISUC/ASAPPpy

Semantic Textual Similarity and Dialogue System package for Python

Language: Python - Size: 11.5 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

Mwadz/Sematic-Text-Similarity

Creating a model that compares text items and decides whether they are similar in meaning.

Language: Jupyter Notebook - Size: 795 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

qiangzi11hao/Semantic-Textual-Similarity

语义相似度

Language: Jupyter Notebook - Size: 6.08 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 38 - Forks: 8

Pog-Frog/BERT-Semantic-text-similarity

Fine tuning bert to determine the text similarity

Language: Jupyter Notebook - Size: 11 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

lanwuwei/SPM_toolkit

Neural network toolkit for sentence pair modeling.

Language: Python - Size: 1.22 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 301 - Forks: 69

athrvkk/Semantic-Textual-Similarity

Implementation of a Siamese LSTM for Semantic Textual Similarity task.

Language: Python - Size: 41.2 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

fangrouli/Document-embedding-generation-models

Development and Application of Document Embedding for Semantic Text Retrieval

Language: Python - Size: 85.9 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

albertrial/SemEval-2012-task-6

Semantic Textual Similarity: task which consists in evaluating the degree of semantic equivalence between pairs of sentences. Also known as paraphrase detection.

Language: Jupyter Notebook - Size: 436 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

AliOsm/semantic-question-similarity

Official implementation of: Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic

Language: Python - Size: 420 MB - Last synced at: 1 day ago - Pushed at: 9 months ago - Stars: 13 - Forks: 7

TharinduDR/Thesis

Deep Learning based Semantic Textual Similarity Metric for Applications in Translation Technology

Language: TeX - Size: 47.6 MB - Last synced at: 30 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

ZPedroP/ASAPPpy

Semantic Textual Similarity and Dialogue System package for Python

Language: Python - Size: 11.4 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

ebrahimpichka/semantic-textual-similarity

Categorizing products of an online retailer based on products’ titles using word2vec word-embedding and DBSCAN (density-based spatial clustering of applications with noise) clustering.

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

fourat-bs/TextNormalizer

Performs contextual, fully supervised text normalization

Language: Python - Size: 11.7 KB - Last synced at: 30 days ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

glingden/Natural-Language-Processing-NLP

📖 Collection of Natural Language Processing(NLP) Projects

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

apooshpendu/nlp-STS

Group Project of CSE 576 : Natural Language Processing at ASU

Language: Jupyter Notebook - Size: 21.4 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

HaishuoFang/Semantic_Textual_Similarity

Language: Python - Size: 7.81 KB - Last synced at: 9 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

albarsil/unists

This project aims to propose and evaluate the use of a hybrid approach, in which both resources of distributed representation and also lexical and linguistic aspects are integrated for the evaluation of semantic textual similarity between short sentences in Brazilian Portuguese.

Language: Jupyter Notebook - Size: 5.83 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Keywords
semantic-textual-similarity 41 natural-language-processing 16 python 12 nlp 11 sts 10 semantic-similarity 8 bert 4 nlp-machine-learning 4 deep-learning 4 serbian 3 embeddings 3 serbian-language 3 stss 3 question-answering 3 semantic 3 natural-language-inference 3 information-retrieval 3 sentence-embeddings 3 pytorch 3 sentence-similarity 3 short-text-semantic-similarity 2 sbert 2 paraphrase-identification 2 large-language-models 2 semantic-similarity-measures 2 answer-selection 2 keras 2 asapppy 2 convolutional-neural-networks 2 corpus 2 news 2 stsbenchmark 2 semeval 2 text-similarity 2 sentence-pairs 2 corpora 2 clustering 2 dataset 2 text-classification 2 paraphrase 1 paraphrases 1 semantics 1 tensorflow 1 ai 1 covid-19 1 natural-language-understanding 1 dataset-sts 1 paper 1 similarity-score 1 annotator 1 annotations 1 annotation-tool 1 annotation 1 computational-linguistics 1 framework 1 fine-grained 1 english 1 english-language 1 chatbot 1 chatbot-framework 1 dialogue-agents 1 dbscan 1 gensim 1 gensim-word2vec 1 python-3 1 semantic-segmentation 1 semantic-text-analysis 1 word-embedding 1 word2vec 1 jupyter-notebook 1 word-embeddings 1 paraphrase-detection 1 portuguese 1 portuguese-brazilian 1 unisinos 1 covid19 1 email 1 imap 1 mail-inquiry 1 vaccination-appointments 1 dialogue 1 bilstm 1 siamese-neural-network 1 document-embeddings 1 attention 1 elmo 1 neural-networks 1 onlstm 1 ordered-neurons-lstm 1 transformer 1 translation-memories 1 translation-quality-estimation 1 nlu 1 topic-modeling 1 text-summarization 1 tensoflow 1 name-entity-recognition 1 cosine-similarity 1 semantic-preserving-transformation 1 prompt-toolkit 1