caiyinqiong / Semantic-Retrieval-Models
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
☆322Updated last year
Alternatives and similar repositories for Semantic-Retrieval-Models:
Users that are interested in Semantic-Retrieval-Models are comparing it to the libraries listed below
- ☆211Updated 2 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆246Updated 3 years ago
- Build Text Rerankers with Deep Language Models☆261Updated last year
- docTTTTTquery document expansion model☆361Updated 2 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆262Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆152Updated 3 years ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆658Updated last year
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆368Updated last year
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆348Updated last year
- Tevatron - A flexible toolkit for neural retrieval research and development.☆573Updated last week
- Provides a common interface to many IR ranking datasets.☆347Updated 2 weeks ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆130Updated 3 years ago
- An Open-Source Package for Information Retrieval.☆448Updated 2 years ago
- Search Engines with Autoregressive Language models☆283Updated last year
- DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.☆319Updated 3 years ago
- ☆480Updated 3 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆109Updated 3 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆315Updated last year
- pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.☆302Updated last year
- A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"☆169Updated 2 years ago
- Codebase for RetroMAE and beyond.☆255Updated 9 months ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated 7 months ago
- A multilingual version of MS MARCO passage ranking dataset☆143Updated last year
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆603Updated 2 years ago
- Implementation of paper: HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking☆68Updated 2 years ago
- An Open-Source Package for Information Retrieval☆161Updated 3 weeks ago
- ☆293Updated 2 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Updated 3 years ago
- Scalable training for dense retrieval models.☆284Updated last month
- Inquisitive Parrots for Search☆189Updated last year