Build Text Rerankers with Deep Language Models
☆265Feb 20, 2024Updated 2 years ago
Alternatives and similar repositories for Reranker
Users that are interested in Reranker are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 4 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Jul 27, 2021Updated 4 years ago
- A toolkit for building dense retrievers with deep language models.☆64Sep 24, 2021Updated 4 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆733Jan 26, 2026Updated 2 months ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Jun 6, 2022Updated 3 years ago
- ☆10Apr 16, 2021Updated 4 years ago
- An Open-Source Package for Information Retrieval.☆442Oct 7, 2022Updated 3 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆136Jun 16, 2021Updated 4 years ago
- ☆24Oct 23, 2020Updated 5 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆385Jan 6, 2026Updated 3 months ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆110May 18, 2023Updated 2 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆127Feb 15, 2022Updated 4 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Oct 13, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.☆324May 9, 2021Updated 4 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,046Updated this week
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Aug 10, 2023Updated 2 years ago
- Collections of IR Research☆37May 18, 2025Updated 10 months ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- Codebase for RetroMAE and beyond.☆273Jun 7, 2024Updated last year
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆353Dec 21, 2023Updated 2 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,862Apr 6, 2023Updated 3 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆115Jul 11, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Unified Learned Sparse Retrieval Framework☆68May 13, 2024Updated last year
- An end-to-end neural ad-hoc ranking pipeline.☆153Jul 13, 2025Updated 9 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,144Oct 16, 2025Updated 5 months ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆132Jan 3, 2022Updated 4 years ago
- docTTTTTquery document expansion model☆374Mar 25, 2023Updated 3 years ago
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆52Feb 19, 2022Updated 4 years ago
- ☆18Jul 11, 2021Updated 4 years ago
- Submission archive for the MS MARCO document ranking leaderboard☆31Oct 9, 2023Updated 2 years ago
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆47Jul 25, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆24Jun 28, 2023Updated 2 years ago
- Provides a common interface to many IR ranking datasets.☆386Feb 20, 2026Updated last month
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆119Aug 7, 2024Updated last year
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆659Mar 10, 2024Updated 2 years ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆225Updated this week
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Jun 26, 2020Updated 5 years ago
- ☆484Jan 26, 2022Updated 4 years ago