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

All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers

HASHET (HAshtag recommendation using Sentence-to-Hashtag Embedding Translation) is a model aimed at suggesting a relevant set of hashtags for a given post.

🚀 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!

An application that scrapes text data from subreddits and visualise sentiments and text patterns

Benchmark for Thai sentence representation

Korean Sentence Embedding Repository

A project aiming to leverage text embeddings and Milvus, a high-performance vector search engine, to detect duplicate job postings.

Finding of ACL2023: Clustering-Aware Negative Sampling for Unsupervised Sentence Representation

Run sentence-transformers (SBERT) compatible models in Node.js or browser.

Difference-based Contrastive Learning for Korean Sentence Embeddings

Kirli veri çekildiğinde ön işleme adımlarına gerek kalmadan model eğitimi için hazır hale getirmek amacıyla yapılan uygulamadır.

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.

[NAACL(2019)] Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models

CRLT: A Unified Contrastive Learning Toolkit for Unsupervised Text Representation Learning

Paraphrase Generation model using pair-wise discriminator loss

Official implementation for paper "Learning Discrete Sentence Representations via Construction & Decomposition".

This repository contains various ways to calculate sentence vector similarity using NLP models

EmbedRank implemented in Python.