[ICLR 2025] BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
☆217Sep 13, 2025Updated last year
Alternatives and similar repositories for BRIGHT
Users that are interested in BRIGHT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆230Jul 2, 2026Updated 3 months ago
- Official Code Repositiry for "RaDeR: Reasoning-aware Dense Retrieval Models" accepted at Main Conference EMNLP 2025☆18Jun 23, 2025Updated last year
- Expand -> Retrieve -> Rerank - simple method with strong results on BRIGHT benchmark☆22Aug 22, 2025Updated last year
- ☆18Oct 9, 2026Updated 3 weeks ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆225Dec 16, 2025Updated 10 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆661Updated this week
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆36Feb 26, 2026Updated 8 months ago
- Document Ranking with Large Language Models.☆214Sep 19, 2026Updated last month
- Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking☆17Oct 26, 2023Updated 3 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆750Jul 18, 2026Updated 3 months ago
- BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent (ACL 2026 Main)☆385May 28, 2026Updated 5 months ago
- Generative Representational Instruction Tuning☆702Jun 25, 2025Updated last year
- Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders☆19May 23, 2025Updated last year
- [ACL 2026 Main] Repo for paper "ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability"☆183Apr 9, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [SIGIR 2024] The official repo for paper "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous …☆32Apr 24, 2024Updated 2 years ago
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆53Jan 6, 2026Updated 9 months ago
- [TOIS 2025] This is the official repository for the generative information retrieval survey.☆211Apr 5, 2025Updated last year
- Test-time compute in information retrieval☆60Jul 8, 2025Updated last year
- Use contrastive learning to train a large language model (LLM) as a retriever☆12Jul 19, 2024Updated 2 years ago
- A Benchmark for Reasoning-Driven Retrieval in Medicine☆18Apr 12, 2026Updated 6 months ago
- [ACL 2025] AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆167Mar 29, 2026Updated 7 months ago
- [EMNLP 2025] TongSearch-QR☆44Dec 4, 2025Updated 10 months ago
- Rank-DistiLLM: Closing the Effectiveness Gap Between Cross-Encoders and LLMs for Passage Re-Ranking☆26Apr 4, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Evaluating GPT-OSS on BrowseComp-Plus with Native Browsering Tools☆20Oct 17, 2025Updated last year
- ☆70Dec 15, 2024Updated last year
- E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker☆61Jul 1, 2026Updated 3 months ago
- This repository helps you evaluate your models on the FreshStack benchmark!☆34Dec 9, 2025Updated 10 months ago
- ☆165Apr 17, 2024Updated 2 years ago
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆22Mar 31, 2025Updated last year
- Unified Learned Sparse Retrieval Framework☆66May 13, 2024Updated 2 years ago
- A curated list of awesome papers about utilizing large language models for ranking.☆32Apr 12, 2026Updated 6 months ago
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆36Oct 18, 2024Updated 2 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.
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆15Jul 24, 2023Updated 3 years ago
- [EMNLP 2025] Official codebase for Rearank: Reasoning Re-ranking Agent☆39Aug 20, 2025Updated last year
- Provides a common interface to many IR ranking datasets.☆392May 28, 2026Updated 5 months ago
- AgentIR is a retriever specialized for Deep Research agents (COLM 2026).☆64Aug 28, 2026Updated 2 months ago
- QRHead: Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking☆44Jan 20, 2026Updated 9 months ago
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,551Nov 13, 2025Updated 11 months ago
- ☆53Aug 14, 2024Updated 2 years ago