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

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

🚀 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!

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

学习openvino，探索在bert加速上的应用

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

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

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

EmbedRank implemented in Python.

Difference-based Contrastive Learning for Korean Sentence Embeddings

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

Paraphrase Generation model using pair-wise discriminator loss

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

Korean Sentence Embedding Repository

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