microsoft / ANCELinks
A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks
☆377Updated 2 years ago
Alternatives and similar repositories for ANCE
Users that are interested in ANCE are comparing it to the libraries listed below
Sorting:
- EMNLP 2021 - Pre-training architectures for dense retrieval☆254Updated 3 years ago
- An Open-Source Package for Information Retrieval.☆444Updated 3 years ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆329Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆156Updated 4 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆128Updated 3 years ago
- docTTTTTquery document expansion model☆370Updated 2 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆263Updated 2 years ago
- Build Text Rerankers with Deep Language Models☆263Updated last year
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆329Updated 2 years ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆110Updated 2 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆351Updated last year
- DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.☆324Updated 4 years ago
- ☆482Updated 3 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Updated 4 years ago
- Search Engines with Autoregressive Language models☆293Updated 2 years ago
- ☆167Updated 2 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated last year
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆606Updated 3 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆134Updated 3 months ago
- A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"☆172Updated 3 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆128Updated 3 years ago
- ☆86Updated 2 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆113Updated 4 years ago
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆537Updated 3 years ago
- pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.☆339Updated 2 years ago
- ☆290Updated 2 years ago
- ☆162Updated 5 years ago
- ☆171Updated 2 years ago
- ☆215Updated 2 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆146Updated 3 years ago