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Research on Learned Sparse Retrieval Derived from Transformers-based Ranking for Information Retrieval

Python 8 4 Updated Dec 5, 2024
Python 8 4 Updated Jan 14, 2024

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

Python 3,234 401 Updated Nov 18, 2024
Python 36 5 Updated Jan 31, 2025

[Official Codes] Synthetic Test Collections for Retrieval Evaluation (SIGIR 2024)

9 Updated Jul 19, 2024

Codes and packages for the paper titled Evaluating Retrieval Quality in Retrieval-Augmented Generation.

Python 21 2 Updated May 2, 2024

[SIGIR 2024] The official repo for paper "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding"

Python 20 3 Updated Apr 24, 2024

Source Code for "Incorporating Retrieval Information into the Truncation of Ranking Lists for Better Legal Search", SIGIR22

2 Updated Feb 23, 2023

This is the official code for the EMNLP 2023 paper "GLEN: Generative Retrieval via Lexical Index Learning".

Python 25 2 Updated Sep 23, 2024

[WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".

Python 54 7 Updated May 7, 2024

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

Python 1,787 102 Updated Jan 21, 2024

Aspect Based ReDial(AB-ReDial): Is a subset data from ReDial annotated on six dialogue aspects and overall user satisfaction at the turn and dialogue levels with the following aspects; relevance, i…

1 Updated Feb 21, 2023

Zero-shot Document Ranking with Large Language Models.

Python 107 12 Updated Jul 4, 2024

RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.

Python 402 49 Updated Feb 12, 2025

Tevatron - A flexible toolkit for neural retrieval research and development.

Python 557 104 Updated Feb 13, 2025
Python 16 4 Updated Aug 9, 2024

Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking

Python 16 Updated Oct 26, 2023

NAACL2021 - COIL Contextualized Lexical Retriever

Python 151 28 Updated Jul 27, 2021

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

Jupyter Notebook 347 101 Updated Dec 21, 2023

The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, …

Python 1 Updated Sep 6, 2023

pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.

C++ 296 32 Updated Oct 10, 2023

Injecting First-stage Retriever score into the input of cross-encoder re-rankers in a knowledge distillation training setup

Python 4 Updated Oct 4, 2023
Python 3 Updated Aug 21, 2023

Instruct-tune Open LLaMA / RedPajama / StableLM models on consumer hardware using QLoRA

Python 80 12 Updated Dec 15, 2023

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python 17,278 1,729 Updated Feb 12, 2025

Instruct-tune LLaMA on consumer hardware

Jupyter Notebook 18,803 2,223 Updated Jul 29, 2024

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

HTML 14,030 1,605 Updated Feb 12, 2025

Code and documentation to train Stanford's Alpaca models, and generate the data.

Python 29,811 4,062 Updated Jul 17, 2024

BARTScore: Evaluating Generated Text as Text Generation

Python 339 38 Updated Jun 27, 2022

A modular RL library to fine-tune language models to human preferences

Python 2,269 193 Updated Mar 1, 2024
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