SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling
☆60Jul 11, 2021Updated 4 years ago
Alternatives and similar repositories for tas-balanced-dense-retrieval
Users that are interested in tas-balanced-dense-retrieval are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Nega…☆18Mar 25, 2024Updated 2 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Aug 10, 2023Updated 2 years ago
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Apr 29, 2022Updated 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.
- ☆18Jul 11, 2021Updated 4 years ago
- ☆39Nov 21, 2022Updated 3 years ago
- ☆47Mar 27, 2022Updated 4 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
- 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
- Open-Source Information Retrieval Courses @ TU Wien☆703Jun 12, 2023Updated 2 years ago
- Re-Implementation of SPARTA model☆13Oct 1, 2021Updated 4 years ago
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆20Mar 31, 2025Updated last year
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.☆60May 17, 2023Updated 2 years ago
- Code for COLING22 paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval☆26Aug 7, 2023Updated 2 years ago
- ☆24Oct 23, 2020Updated 5 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
- [EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contr…☆51Oct 12, 2023Updated 2 years ago
- Source code for: On the Effect of Low-Frequency Terms on Neural-IR Models, SIGIR'19☆48Apr 30, 2019Updated 6 years ago
- A toolkit for end-to-end neural ad hoc retrieval☆97Aug 20, 2024Updated last year
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆96Mar 25, 2023Updated 3 years ago
- 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
- 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.
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆353Dec 21, 2023Updated 2 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
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation☆15Apr 23, 2025Updated 11 months ago
- ☆36Jun 12, 2023Updated 2 years ago
- ☆16Aug 2, 2021Updated 4 years 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
- Submission archive for the MS MARCO passage ranking leaderboard☆13Apr 21, 2023Updated 2 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- INCOME: An Easy Repository for Training and Evaluation of Index Compression Methods in Dense Retrieval. Includes BPR and JPQ.☆24Sep 24, 2023Updated 2 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆147Feb 21, 2022Updated 4 years ago
- ☆24Jun 28, 2023Updated 2 years ago
- The github repository of paper "Understanding Differential Search Index for Text Retrieval" in ACL2023 Findings..☆16May 21, 2023Updated 2 years ago
- CIKM 2022: Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models☆10Aug 4, 2022Updated 3 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆607Jun 15, 2022Updated 3 years ago
- provides a common interface to many IR measure tools☆101Feb 17, 2026Updated 2 months ago