MAIR: A Massive Benchmark for Evaluating Instructed Retrieval. Evaluate your retrieval models on 126 diverse tasks. [EMNLP 2024]
☆30Nov 3, 2024Updated last year
Alternatives and similar repositories for MAIR
Users that are interested in MAIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆86Nov 3, 2024Updated last year
- [NeurIPS 2025 Spotlight] Enhancing Training Data Attribution with Representational Optimization☆13Jan 26, 2026Updated 9 months ago
- ☆10Aug 1, 2024Updated 2 years ago
- Implementation of the term scoring algorithm in Tomokiyo & Hurst (2003), based on Kullback-Leibler Divergence (kldiv). Given a foreground…☆10Oct 1, 2022Updated 4 years ago
- Meta-Analysis of Robust04 Papers (Yang et al., SIGIR 2019)☆12May 25, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆36Oct 18, 2024Updated 2 years ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆58Jul 3, 2024Updated 2 years ago
- ☆22Jun 11, 2024Updated 2 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆28Aug 10, 2023Updated 3 years ago
- ☆23Feb 26, 2024Updated 2 years ago
- Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Nega…☆18Mar 25, 2024Updated 2 years ago
- ☆21Aug 9, 2024Updated 2 years ago
- ☆10Oct 21, 2024Updated 2 years ago
- Contrastive Learning Reduces Hallucination in Conversations☆24Oct 17, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [WSDM 2024 Best Paper Honorable Mention] Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Expos…☆17Jun 20, 2024Updated 2 years ago
- We introduce the direct document relevance optimization (DDRO) for training a pairwise ranker model. DDRO encourages the model to focus o…☆41Jul 2, 2026Updated 3 months ago
- [COLM 2026] Official implementation for "GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning"☆15Mar 4, 2026Updated 7 months ago
- A conversational recommender system dataset with high-quality explanations.☆11Apr 26, 2023Updated 3 years ago
- IR module for experimaestro☆14Updated this week
- A curated list of awesome papers related to generative retrieval models.☆55May 31, 2023Updated 3 years ago
- ☆25May 4, 2022Updated 4 years ago
- Ranger helps you see the forest among the trees - Ranger is an effect-size meta analysis library creating beautiful forest plots!☆12Jun 12, 2023Updated 3 years ago
- Answering Ambiguous Questions via Iterative Prompting☆13May 25, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the official code for the EMNLP 2023 paper "GLEN: Generative Retrieval via Lexical Index Learning".☆29Aug 25, 2025Updated last year
- SIGIR'2022, Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction☆27Nov 8, 2022Updated 3 years ago
- IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…☆32Jun 13, 2024Updated 2 years ago
- ☆16Jul 30, 2025Updated last year
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆53Jan 6, 2026Updated 9 months ago
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆34Aug 31, 2022Updated 4 years ago
- This is the code of MMOA-RAG.☆114May 11, 2025Updated last year
- On-the-fly Table Generation - SIGIR'18☆10Feb 1, 2020Updated 6 years ago
- Language Models as Semantic Indexers (ICML 2024)☆43May 2, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- LLMJudge: LLM4Eval workshop data challenge on automatic relevance judgment☆14Jan 6, 2026Updated 9 months ago
- Generative Reranker PyTerrier☆18Dec 1, 2025Updated 10 months ago
- Pre-computed IDF stats over all EN Wiki articles☆13Jan 30, 2020Updated 6 years ago
- ECIR 2024: Sparse lexical representation for image-text retrieval☆13Jul 8, 2024Updated 2 years ago
- code for EACL2024-main:Generative Dense Retrieval: Memory Can Be a Burden☆32Jan 19, 2024Updated 2 years ago
- ☆56Jun 21, 2025Updated last year
- ☆29Apr 19, 2026Updated 6 months ago