Parry-Parry/pyterrier_listwise

Python

19 commits

updated Aug 21, 2024

README

A PyTerrier plugin for List | Pair | Set - wise re-rankers.

pip install git+https://github.com/Parry-Parry/pyterrier_llm.git

RankGPT: RankGPT model by Sun et al.
PairT5: Pairwise / Setwise Ranker based on FLAN-T5
FastChatListwise: Allows use of models such as rankZephyr or RankVicuna for list-wise ranking
LiT5: Allows use of FiD based LiT5, requires pyterrier_t5
SetEncoder (Coming Soon!)

85 followers · starred Oct 2024

Parry-Parry/pyterrier-generative

Parry-Parry/TDPart

Parry-Parry/rankers

Training Neural Retrievers

emory-irlab/pyterrier_genrank

Generative Reranker PyTerrier

castorini/rank_llm

RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a…

660

ielab/llm-rankers

Document Ranking with Large Language Models.

214

PrithivirajDamodaran/FlashRank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and…

1,008

AnswerDotAI/rerankers

A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.

1,641

Python

19 commits

updated Aug 21, 2024

A PyTerrier plugin for List | Pair | Set - wise re-rankers.

pip install git+https://github.com/Parry-Parry/pyterrier_llm.git

RankGPT: RankGPT model by Sun et al.
PairT5: Pairwise / Setwise Ranker based on FLAN-T5
FastChatListwise: Allows use of models such as rankZephyr or RankVicuna for list-wise ranking
LiT5: Allows use of FiD based LiT5, requires pyterrier_t5
SetEncoder (Coming Soon!)