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Subjects
Data Science
Information Retrieval

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Information Retrieval Courses and Certifications

Learn Information Retrieval, earn certificates with free online courses from Stanford, University of Washington, Moscow Institute of Physics and Technology, National Taiwan University and other top universities around the world. Read reviews to decide if a class is right for you.

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IIIA Hub
LongEval-Retrieval and Building a Web-Scale Privacy-Preserving Search Engine

Discover how to build and evaluate privacy-focused web search engines, exploring dynamic test collections for continuous evaluation and practical insights on creating scalable solutions with limited resources.
- YouTube
- 1 hour 10 minutes
- On-Demand
- Free Video
IIIA Hub
Evaluation Beyond Relevance - Accounting for Credible, Correct and Fair Information

Explore evaluation methods for information systems that address misinformation, fairness, and bias beyond traditional relevance metrics, with practical insights into quantitative measurement approaches.
- YouTube
- 1 hour 18 minutes
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IIIA Hub
Evaluating Temporal Persistence of Information Retrieval Models - CLEF 2024 LongEval

Explore how information retrieval systems adapt to evolving web content and search queries, examining temporal performance decline and necessary updates through the LongEval-Retrieval track analysis.
- YouTube
- 43 minutes
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IIIA Hub
Perspectives on Evaluating Diverse Open Web Search Applications with TIREx

Dive into the evaluation frameworks for open web search applications, focusing on TIREx implementation, Docker integration, and practical approaches to building reproducible search engine solutions.
- YouTube
- 1 hour 27 minutes
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Association for Computing Machinery (ACM)
Theory of Information Retrieval - ACM ICTIR 2024 Conference Presentations

Explore cutting-edge research in information retrieval through 26 original papers and a keynote on exploration systems, covering topics from query performance to AI-powered recommendations.
- YouTube
- 5 hours 24 minutes
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MLOps.community
Information Retrieval and Relevance: Vector Embeddings for Semantic Search

Explore vector embeddings for semantic search, learning techniques to create meaningful representations and apply them in information retrieval systems. Gain insights from an experienced technologist.
- YouTube
- 56 minutes
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- Free Video
Association for Computing Machinery (ACM)
What Matters in a Measure? A Perspective from Large-Scale Search Evaluation

Explore key aspects of large-scale search evaluation, focusing on crucial measurement factors and their impact on assessing search engine performance.
- YouTube
- 16 minutes
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Association for Computing Machinery (ACM)
Uncontextualized Significance Considered Dangerous in Evaluation - Session M1.5

Explore the dangers of uncontextualized significance in evaluation, presented by Nicola Ferro and Mark Sanderson at SIGIR 2024.
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Association for Computing Machinery (ACM)
The Treatment of Ties in Rank-Biased Overlap - Evaluation M1.5

Explore the treatment of ties in Rank-Biased Overlap, examining its impact on information retrieval evaluation metrics and ranking systems.
- YouTube
- 15 minutes
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Association for Computing Machinery (ACM)
Revisiting Document Expansion and Filtering for Effective First-Stage Retrieval - Lecture 3

Explore innovative techniques for enhancing first-stage retrieval efficiency through document expansion and filtering, improving search engine performance.
- YouTube
- 16 minutes
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- Free Video
Association for Computing Machinery (ACM)
Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images - Multimedia 1

Explore text-image retrieval models' bias towards AI-generated images and its implications for multimedia search and content creation.
- YouTube
- 12 minutes
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Association for Computing Machinery (ACM)
Neural Passage Quality Estimation for Static Pruning - Efficiency for Search

Explore neural passage quality estimation for static pruning in search efficiency, enhancing information retrieval systems.
- YouTube
- 14 minutes
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- Free Video
Association for Computing Machinery (ACM)
Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts

Explore unsupervised cross-domain image retrieval using semantic-attended mixture-of-experts, enhancing retrieval accuracy across diverse visual domains.
- YouTube
- 11 minutes
- On-Demand
- Free Video
Association for Computing Machinery (ACM)
GUITAR: Gradient Pruning toward Fast Neural Ranking - Efficiency for Search

Explore gradient pruning techniques for optimizing neural ranking models, enhancing search efficiency and performance.
- YouTube
- 11 minutes
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- Free Video
Association for Computing Machinery (ACM)
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations

Explore efficient inverted indexes for approximate retrieval using learned sparse representations, enhancing search performance and accuracy.
- YouTube
- 15 minutes
- On-Demand
- Free Video

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