MTEB: Massive Text Embedding Benchmark
-
Updated
Aug 16, 2024 - Python
MTEB: Massive Text Embedding Benchmark
Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
Diffusion on manifolds for image retrieval
Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"
Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021
Official repository of ICCV21 paper "Viewpoint Invariant Dense Matching for Visual Geolocalization"
Bag of Visual Feature with Hamming Enbedding, Reranking
Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
Energy-based modeling of chemical reactions
Official implementation of NeurIPS 2021 paper "Contextual Similarity Aggregation with Self-attention for Visual Re-ranking"
[ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting
Neural Reranking for Named Entity Recognition, accepted as regular paper at RANLP 2017
Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.
Python-based toolkit for building and evaluating a transformer-based FAQ retrieval system
This is an official implementation for "Robust Graph Structure Learning over Images via Multiple Statistical Tests" accepted at NeurIPS 2022.
Add a description, image, and links to the reranking topic page so that developers can more easily learn about it.
To associate your repository with the reranking topic, visit your repo's landing page and select "manage topics."