Domain Adaptation For Dense Information Retrieval

Domain Adaptation for Dense Information Retrieval

The Curse of Dense Low Dimensional Information Retrieval for Large Index Sizes

Nils Reimers — Extending Neural Retrieval Models to New Domains and Languages

SBERT 2022 Generative Pseudo Labeling (GPL): Domain Adaptation Sentence Transformers (SBERT 26)

[CVPR2023] Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval

Part 17: GPL: generative pesudo-labeling for unsupervised domain adaptation of dense retrieval

Farshad Noravesh

Haystack LIVE! - Unsupervised Domain Adaptation for Neural Search - Nils Reimers of HuggingFace

OpenSource Connections

Accelerating Multilingual RAG Systems

Microsoft Research

Stanford XCS224U: NLU I Information Retrieval, Part 4: Neural IR I Spring 2023

Stanford Online

Neural Search for Low Resource Scenarios

Research talk: Learning and pretraining strategies for dense retrieval in search and beyond

Microsoft Research

Research talk: System frontiers for dense retrieval

Microsoft Research

Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval | NLP Journal Club

Dense Passage Retrieval for Open-Domain Question Answering (Research Paper Walkthrough)

TechViz - The Data Science Guy

729 - Unsupervised Meta-Domain Adaptation for Fashion Retrieval

ComputerVisionFoundation Videos

Introduction to Dense Text Representation - Part 3

Sebastian Hofstätter — Efficient and Effective Dense Retrieval

What is domain adaptation?

CVPR 2023 Highlight Paper | Divide and Adapt: Active Domain Adaptation via Customized Learning