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

Korean Sentence Embedding Repository

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

Benchmark for Thai sentence representation

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

Paraphrase Generation model using pair-wise discriminator loss

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

Difference-based Contrastive Learning for Korean Sentence Embeddings

EmbedRank implemented in Python.

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

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

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

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

学习openvino，探索在bert加速上的应用

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

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.

C++ implementation of the paper "Segmentation-free compositional n-gram embedding". NAACL-HLT2019.

snowflake 기반 온디바이스 문서 검색 앱

🚀 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!