Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
☆52Jan 6, 2026Updated last month
Alternatives and similar repositories for PromptReps
Users that are interested in PromptReps are comparing it to the libraries listed below
Sorting:
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆52Jul 3, 2024Updated last year
- Rank-DistiLLM: Closing the Effectiveness Gap Between Cross-Encoders and LLMs for Passage Re-Ranking☆25Apr 4, 2025Updated 10 months ago
- Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders☆18May 23, 2025Updated 9 months ago
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆20Mar 31, 2025Updated 11 months ago
- SIGIR'20: An Analysis of BERT in Document Ranking☆21Jul 27, 2020Updated 5 years ago
- QRHead: Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking☆35Jan 20, 2026Updated last month
- The first dense retrieval model that can be prompted like an LM☆90May 8, 2025Updated 9 months ago
- MAIR: A Massive Benchmark for Evaluating Instructed Retrieval. Evaluate your retrieval models on 126 diverse tasks. [EMNLP 2024]☆23Nov 3, 2024Updated last year
- Repository for Skill Set Optimization☆14Jul 26, 2024Updated last year
- Metadata browser of TREC☆10Feb 20, 2026Updated last week
- ☆11Aug 1, 2024Updated last year
- A Python Interface to Reproducibility Measures of System-Oriented IR Experiments☆11Dec 2, 2025Updated 2 months ago
- Document Ranking with Large Language Models.☆203Feb 14, 2026Updated 2 weeks ago
- [ICLR 2025] BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆190Sep 13, 2025Updated 5 months ago
- ☆13Mar 1, 2022Updated 3 years ago
- Evaluate state-of-the-art sparse embedding models on the LIMIT dataset (`limit-small` and `limit`) from google's paper `On the Theoretica…☆15Sep 4, 2025Updated 5 months ago
- ☆30Sep 25, 2024Updated last year
- Tasks for describing differences between text distributions.☆17Aug 9, 2024Updated last year
- ☆31Feb 4, 2026Updated 3 weeks ago
- The offcial repository for 'CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos', SIGI…☆16May 4, 2022Updated 3 years ago
- Starbucks: Improved Training for 2D Matryoshka Embeddings☆22Jun 30, 2025Updated 8 months ago
- ☆14Feb 9, 2022Updated 4 years ago
- ☆36Jun 10, 2024Updated last year
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- This repository helps you evaluate your models on the FreshStack benchmark!☆33Dec 9, 2025Updated 2 months ago
- ☆18Jun 5, 2024Updated last year
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆32Jun 13, 2024Updated last year
- ☆39Nov 21, 2022Updated 3 years ago
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆207Feb 18, 2026Updated last week
- Unified Learned Sparse Retrieval Framework☆68May 13, 2024Updated last year
- ☆19May 16, 2024Updated last year
- Fine-grained Gating for Reading Comprehension☆19Sep 12, 2017Updated 8 years ago
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following☆16Oct 31, 2024Updated last year
- Provides a common interface to many IR ranking datasets.☆381Feb 20, 2026Updated last week
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆47Jul 25, 2023Updated 2 years ago
- A Python utility for indexing file lines. Best demo honourable mention at ECIR 2024.☆23Nov 9, 2025Updated 3 months ago
- Pytorch implementation of experiments described in "Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems".☆17Dec 16, 2021Updated 4 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 4 years ago
- Adversarial examples to the new ConvNeXt architecture☆20Jan 12, 2022Updated 4 years ago