Association for Computing Machinery (ACM) Courses

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

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion

Explore innovative techniques for enhancing multimodal knowledge graph completion through semantic neighbor retrieval and contrastive learning.

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

EditKG: Editing Knowledge Graph for Recommendation - Lecture 1

Explore innovative techniques for editing knowledge graphs to enhance recommendation systems, focusing on improving accuracy and relevance.

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

Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graphs

Explore transformer-based reasoning for learning evolutionary event chains on temporal knowledge graphs, enhancing understanding of complex temporal relationships.

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

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

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

MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning - M1.2

Explore meta hyperbolic learning for few-shot temporal reasoning in knowledge graphs, enhancing reasoning capabilities with limited data.

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

CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks - Lecture 1

Explore CorpusLM, a unified language model for knowledge-intensive tasks, combining LLM capabilities with efficient corpus search techniques.

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

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

Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision - SIGIR 2024 - M1.1

Explore innovative techniques for enhancing LLM agents through step-wise thought retrieval and aligned decision-making processes.

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

The Mobile as a Probe for Collocated Sociality in Cultural Contexts

Explore how mobile devices influence social interactions in cultural settings, with insights on leveraging technology for enhanced collective experiences and engagement.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Colliding with Robots - MobileHCI 2023 Opening Keynote

Explore the intersection of human-robot interaction and mobile technology with Steve Benford's thought-provoking keynote on the future of robotics in our daily lives.

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

From Their Imagination to Ours

Explore fairness and inclusion in AI through local knowledge integration for low-resource settings with leading African ML researcher Nyalleng Moorosi.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Identity-related Speech Suppression in Generative AI Content Moderation

Explore how generative AI systems suppress identity-related speech through content moderation mechanisms and their implications for marginalized communities.

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

Worldmaking in Technofascist Times

Explore how feminist data science and technology can counter technofascism while building more just and equitable digital futures through ethical design practices.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video