Information Retrieval Courses and Certifications

Association for Computing Machinery (ACM)

Ranked List Truncation for Large Language Model-based Re-Ranking - Efficiency for Search

Explore efficient ranked list truncation techniques for LLM-based re-ranking in search systems, enhancing performance and reducing computational costs.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models - Session M1.1

Explore a setwise approach for zero-shot ranking using Large Language Models, enhancing effectiveness and efficiency in information retrieval tasks.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback - Lecture 1

Explore unsupervised LLM alignment for information retrieval using contrastive feedback, enhancing search capabilities and improving query-document relevance.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

In-Context Learning: How to Stop Worrying and Love Applied Information Retrieval - Lecture 1

Explore in-context learning in LLMs and its impact on applied information retrieval, focusing on practical applications and overcoming challenges.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Large Language Models and Future of Information Retrieval: Opportunities and Challenges - Lecture 1

Explore the impact of large language models on information retrieval, discussing future opportunities and challenges in search technology.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

An Empirical Analysis on Multi-turn Conversational Recommender Systems - Lecture 3.2

Explore multi-turn conversational recommender systems through empirical analysis, examining their effectiveness and potential improvements in interactive recommendation scenarios.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Towards Human-centered Proactive Conversational Agents - Conversational IR and Recommendation

Explore human-centered proactive conversational agents in IR and recommendation systems, focusing on advancements and challenges in creating more intuitive AI interactions.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Search Engine for Machines: Unified Ranking for Multi-Retrieval-Augmented LLMs - Lecture 1

Explore unified ranking for multi-retrieval-augmented LLMs, advancing search engines for machines and enhancing Retrieval Augmented Generation techniques.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational Search - Session M3.2

Explore LLM-augmented dialogue construction for personalized multi-session conversational search, enhancing IR and recommendation systems.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation - Session M3.2

Explore demonstration-augmented prompt learning for conversational recommendation, enhancing IR and recommendation systems through innovative techniques.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Steering Large Language Models for Cross-lingual Information Retrieval - Multilingual Retrieval

Explore techniques for leveraging large language models in cross-lingual information retrieval, enhancing multilingual search capabilities and improving global information access.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Multilingual Meta-Distillation Alignment for Semantic Retrieval - Session M2.4

Explore advanced techniques in multilingual semantic retrieval, focusing on meta-distillation alignment for improved cross-language information access.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Generative Retrieval via Term Set Generation - The Future of Search with LLMs

Explore generative retrieval techniques using term set generation for advanced search capabilities with large language models.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Data Science Conference

Transforming the Search Industry with LLMs Using Source Frontier

Explore how Source Frontier technology enhances LLMs' capabilities by combining traditional search engine strengths with AI-powered content generation for more accurate and validated information retrieval.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Data Science Conference

From Tables to Answers: Building QA Systems for In-Document Searches

Discover how to build effective Question Answering systems for tabular data in PDF documents, from data preparation to modeling implementation, with practical insights and real-world applications.

• YouTube
• 28 minutes
• On-Demand
• Free Video