caiyinqiong / Semantic-Retrieval-ModelsLinks
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
☆325Updated 2 years ago
Alternatives and similar repositories for Semantic-Retrieval-Models
Users that are interested in Semantic-Retrieval-Models are comparing it to the libraries listed below
Sorting:
- Build Text Rerankers with Deep Language Models☆263Updated last year
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆351Updated last year
- ☆212Updated 2 years ago
- docTTTTTquery document expansion model☆367Updated 2 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆252Updated 3 years ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆668Updated last year
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆263Updated 2 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆372Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆154Updated 3 years ago
- Provides a common interface to many IR ranking datasets.☆358Updated last month
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆130Updated 3 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆652Updated last week
- An Open-Source Package for Information Retrieval.☆448Updated 2 years ago
- Codebase for RetroMAE and beyond.☆262Updated last year
- An Open-Source Package for Information Retrieval☆163Updated 3 months ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated 10 months ago
- Search Engines with Autoregressive Language models☆288Updated 2 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆324Updated 2 years ago
- pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.☆320Updated last year
- ☆480Updated 3 years ago
- DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.☆321Updated 4 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆111Updated 3 years ago
- A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"☆172Updated 3 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆151Updated 2 months ago
- ☆166Updated 2 years ago
- Scalable training for dense retrieval models.☆298Updated 2 weeks ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆604Updated 3 years ago
- A multilingual version of MS MARCO passage ranking dataset☆145Updated last year
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆112Updated 2 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆132Updated 3 weeks ago