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

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

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

OpenSource Connections

Neural Search for Low Resource Scenarios

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

Stanford Online

729 - Unsupervised Meta-Domain Adaptation for Fashion Retrieval

ComputerVisionFoundation Videos

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

Microsoft Research

Introduction to Dense Text Representation - Part 3

Unsupervised Domain Adaptation for 6DOF Indoor Localization

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

TechViz - The Data Science Guy

Introduction - Recent Developments in Neural Search

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

Farshad Noravesh

Ep. 10 — Task-aware Retrieval with Instructions

Jimmy Lin: Domain Adaptation to Scientific Texts and the Limits of Scale?

Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer

Igor Shalyminov

Research talk: Is phrase retrieval all we need?

Microsoft Research