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

Neural network toolkit for sentence pair modeling.

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

Semantic Textual Similarity in Python

语义相似度

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

Embedding Representation for Indonesian Sentences!

Variants of Multi-Perspective Convolutional Neural Networks

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

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

Sentence Similarity Estimator (SenSim)

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

Similarity Learning applied to Speaker Verification and Semantic Textual Similarity

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.

Performs contextual, fully supervised text normalization

A tool for semantic textual similarity annotation

A lightweight toolkit for measuring how “opposite” two texts are when they share the same context.

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.

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

Semantic Textual Similarity on Persian Language

Natural Launguage Processing ,Text-Mining ,Natural Launguage Understanding

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

ISCC - Semantic Code Text

Development and Application of Document Embedding for Semantic Text Retrieval

A system to process visual input on timed frames to produce sensible audio aid in accordance with human information processing limits, using image captioning, semantic text comparison and text-to-speech modules.

Group Project of CSE 576 : Natural Language Processing at ASU

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

Semantic Textual Similarity and Dialogue System package for Python

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

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