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5 Minutes Engineering

Artificial Intelligence and Robotics

4 rewiews
Explore AI and robotics concepts including search algorithms, expert systems, natural language processing, neural networks, and robotic applications through Hindi-language explanations and examples.
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50 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Venelin Valkov

Evaluate LayoutLMv3 for Document Classification - Save & Load Model to HuggingFace Hub

1 rewiews
Learn to evaluate LayoutLMv3 for document classification, save and load models to HuggingFace Hub, and analyze performance using confusion matrices in this hands-on tutorial.
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9 Lesons
27 minutes
On-Demand
Free-Video
Devoxx

Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus

0 rewiews
Explore the cutting-edge world of Agentic Retrieval-Augmented Generation (RAG) systems in this 31-minute conference talk from Devoxx. Discover how to construct an advanced Agentic RAG system using open-source technologies like Langchain, Ollama, and Milv…
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1 Lesons
31 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Configurable Fairness for New Item Recommendation Considering Entry Time - SIGIR 2024

0 rewiews
Explore configurable fairness in recommender systems, focusing on new item recommendations and entry time considerations for enhanced algorithmic equity.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fair Recommendations with Limited Sensitive Attributes - A Distributionally Robust Optimization Approach

0 rewiews
Explore distributionally robust optimization for fair recommendations with limited sensitive attributes in RecSys, enhancing fairness in machine learning applications.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Adaptive Fair Representation Learning for Personalized Fairness in Recommendations - Lecture 7

0 rewiews
Explore adaptive fair representation learning for personalized fairness in recommendations through information alignment techniques.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Going Beyond Popularity and Positivity Bias: Correcting Multifactorial Bias in Recommender Systems - M1.7

0 rewiews
Explore techniques for addressing multiple biases in recommender systems, focusing on fairness and accuracy beyond popularity and positivity.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

CaDRec: Contextualized and Debiased Recommender Model - Fairness in RecSys

0 rewiews
Explore a contextualized and debiased recommender model for fair and accurate recommendations in information retrieval systems.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Reinforcement Learning-based Recommender Systems with Large Language Models - SIGIR 2024

0 rewiews
Explore reinforcement learning-based recommender systems using LLMs for state reward and action modeling in this cutting-edge research presentation.
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1 Lesons
18 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fair Sequential Recommendation without User Demographics - SIGIR 2024

0 rewiews
Explore fair sequential recommendation techniques without relying on user demographics, enhancing ethical AI practices in recommender systems.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Data-efficient Fine-tuning for LLM-based Recommendation - SIGIR 2024 M1.6

0 rewiews
Explore data-efficient fine-tuning techniques for LLM-based recommendation systems, enhancing performance with minimal data requirements.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Uncontextualized Significance Considered Dangerous in Evaluation - Session M1.5

0 rewiews
Explore the dangers of uncontextualized significance in evaluation, presented by Nicola Ferro and Mark Sanderson at SIGIR 2024.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

The Treatment of Ties in Rank-Biased Overlap - Evaluation M1.5

0 rewiews
Explore the treatment of ties in Rank-Biased Overlap, examining its impact on information retrieval evaluation metrics and ranking systems.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Revisiting Document Expansion and Filtering for Effective First-Stage Retrieval - Lecture 3

0 rewiews
Explore innovative techniques for enhancing first-stage retrieval efficiency through document expansion and filtering, improving search engine performance.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations

0 rewiews
Explore efficient inverted indexes for approximate retrieval using learned sparse representations, enhancing search performance and accuracy.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore efficient ranked list truncation techniques for LLM-based re-ranking in search systems, enhancing performance and reducing computational costs.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore innovative techniques for enhancing multimodal knowledge graph completion through semantic neighbor retrieval and contrastive learning.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

EditKG: Editing Knowledge Graph for Recommendation - Lecture 1

0 rewiews
Explore innovative techniques for editing knowledge graphs to enhance recommendation systems, focusing on improving accuracy and relevance.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

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

0 rewiews
Explore a setwise approach for zero-shot ranking using Large Language Models, enhancing effectiveness and efficiency in information retrieval tasks.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images - Multimedia 1

0 rewiews
Explore text-image retrieval models' bias towards AI-generated images and its implications for multimedia search and content creation.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Neural Passage Quality Estimation for Static Pruning - Efficiency for Search

0 rewiews
Explore neural passage quality estimation for static pruning in search efficiency, enhancing information retrieval systems.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts

0 rewiews
Explore unsupervised cross-domain image retrieval using semantic-attended mixture-of-experts, enhancing retrieval accuracy across diverse visual domains.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

GUITAR: Gradient Pruning toward Fast Neural Ranking - Efficiency for Search

0 rewiews
Explore gradient pruning techniques for optimizing neural ranking models, enhancing search efficiency and performance.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

What Matters in a Measure? A Perspective from Large-Scale Search Evaluation

0 rewiews
Explore key aspects of large-scale search evaluation, focusing on crucial measurement factors and their impact on assessing search engine performance.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance - Evaluation M1.5

0 rewiews
Explore the reliability of fairness evaluations in recommender systems, examining the interplay between fairness and relevance metrics for more trustworthy assessments.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Enhancing Sequential Recommenders with Augmented Knowledge from Aligned LLMs - SIGIR 2024

0 rewiews
Explore innovative techniques for enhancing sequential recommender systems using aligned large language models, improving personalized recommendations in various applications.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Large Language Models for Intent-Driven Session Recommendations - Session M1.6

0 rewiews
Explore intent-driven session recommendations using large language models for enhanced personalized content delivery in recommender systems.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Sequential Recommendation with Latent Relations Based on Large Language Models - M1.6

0 rewiews
Explore advanced sequential recommendation techniques using large language models to uncover latent relations in user behavior patterns.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

IDGenRec: LLM-RecSys Alignment with Textual ID Learning - Lecture 1

0 rewiews
Explore LLM-RecSys alignment through textual ID learning, enhancing recommendation systems with advanced language models.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore unsupervised LLM alignment for information retrieval using contrastive feedback, enhancing search capabilities and improving query-document relevance.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore meta hyperbolic learning for few-shot temporal reasoning in knowledge graphs, enhancing reasoning capabilities with limited data.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore CorpusLM, a unified language model for knowledge-intensive tasks, combining LLM capabilities with efficient corpus search techniques.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore in-context learning in LLMs and its impact on applied information retrieval, focusing on practical applications and overcoming challenges.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore innovative techniques for enhancing LLM agents through step-wise thought retrieval and aligned decision-making processes.
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1 Lesons
15 minutes
On-Demand
Free-Video
Devoxx

RAG: From Dumb Implementation to Serious Results - Optimizing Retrieval-Augmented Generation

0 rewiews
Elevate RAG implementations using LangChain4j. Master advanced chunking, query refinement, metadata filtering, document reranking, data lifecycle management, and evaluation techniques for accurate, relevant results.
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1 Lesons
56 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Retrieval Augmented Generation with LangChain: ChatGPT for Your Data - Part 1

0 rewiews
Explore Retrieval Augmented Generation using LangChain to build a question-answering system with private data, leveraging vector stores, embedding models, and LLMs.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Mitigating RAG Hallucinations with Aporia Guardrails

0 rewiews
Explore techniques to reduce hallucinations in Retrieval-Augmented Generation (RAG) systems using Aporia Guardrails, enhancing AI reliability and accuracy.
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1 Lesons
24 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

The Best Component for Your RAG System - Optimizing with AutoRAG

0 rewiews
Optimize RAG systems automatically with AutoRAG. Boost performance by finding the ideal pipeline for your data and use-case through efficient evaluation of various modules.
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1 Lesons
45 minutes
On-Demand
Free-Video
CMU Database Group

ParadeDB - Postgres for Search and Analytics

0 rewiews
Explore ParadeDB's integration of search and analytics capabilities into PostgreSQL, enhancing database functionality for modern applications.
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1 Lesons
59 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Personalized Recommendations and Search with Retrieval and Ranking at Scale - Hopsworks Workshop

0 rewiews
Implement personalized recommendations using retrieval and ranking architecture with two-tower embedding models. Learn offline and online infrastructure for scalable, low-latency systems on Hopsworks platform.
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1 Lesons
2 hours 1 minute
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore the impact of large language models on information retrieval, discussing future opportunities and challenges in search technology.
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1 Lesons
24 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore multi-turn conversational recommender systems through empirical analysis, examining their effectiveness and potential improvements in interactive recommendation scenarios.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore human-centered proactive conversational agents in IR and recommendation systems, focusing on advancements and challenges in creating more intuitive AI interactions.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore unified ranking for multi-retrieval-augmented LLMs, advancing search engines for machines and enhancing Retrieval Augmented Generation techniques.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore LLM-augmented dialogue construction for personalized multi-session conversational search, enhancing IR and recommendation systems.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues

0 rewiews
Explore multi-round retrieval-augmented generation through inner monologue learning, enhancing AI's ability to process and generate information iteratively.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore techniques for leveraging large language models in cross-lingual information retrieval, enhancing multilingual search capabilities and improving global information access.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore advanced techniques in multilingual semantic retrieval, focusing on meta-distillation alignment for improved cross-language information access.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

GraphGPT: Graph Instruction Tuning for Large Language Models - Session M2.2

0 rewiews
Explore graph instruction tuning for large language models, enhancing their ability to understand and process graph-structured data effectively.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore generative retrieval techniques using term set generation for advanced search capabilities with large language models.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

The Power of Noise: Redefining Retrieval for RAG Systems - Session M3.1

0 rewiews
Explore innovative approaches to Retrieval Augmented Generation, focusing on noise utilization to enhance RAG systems' performance and redefine retrieval methods.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation - M2.6

0 rewiews
Explore efficient multimodal representation adaptation for sequential recommendations using decoupled PEFT in this innovative research presentation.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore demonstration-augmented prompt learning for conversational recommendation, enhancing IR and recommendation systems through innovative techniques.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Scaling Laws for Dense Retrieval

0 rewiews
Explore scaling laws for dense retrieval, examining their impact on information retrieval systems and performance optimization strategies.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

GPT4Rec: Graph Prompt Tuning for Streaming Recommendation - Tutorial 2.5

0 rewiews
Explore graph prompt tuning for streaming recommendations using GPT4Rec, enhancing real-time personalized content delivery in dynamic environments.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Optimal Transport Enhanced Cross-City Site Recommendation - T2.4

0 rewiews
Explore optimal transport techniques for cross-city site recommendations, enhancing POI suggestions through advanced computational methods.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Graph Signal Diffusion Model for Collaborative Filtering - Tutorial 2.2

0 rewiews
Explore graph signal diffusion models for collaborative filtering in recommendation systems, enhancing predictive accuracy and user experience.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Resources for Brewing BEIR - Reproducible Reference Models and Statistical Analyses

0 rewiews
Explore reproducible reference models and statistical analyses for neural information retrieval using BEIR resources.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Denoising Diffusion Recommender Model - Lecture 2.2

0 rewiews
Explore cutting-edge denoising diffusion techniques for recommender systems, enhancing prediction accuracy and user experience in personalized recommendations.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Systematic Evaluation of Neural Retrieval Models on Touché 2020 Argument Retrieval Subset of BEIR

0 rewiews
Explore systematic evaluation of neural retrieval models on Touché 2020 Argument Retrieval Subset of BEIR, focusing on performance analysis and insights.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity

0 rewiews
Explore collaborative filtering using diffusion models, unveiling high-order connectivity potential in recommendation systems for enhanced user experiences.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

A Reproducibility Study of PLAID - Neural IR

0 rewiews
Explore a reproducibility study of PLAID in neural information retrieval, examining methodologies and findings for enhanced research reliability.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models - Lecture 3

0 rewiews
Explore axiomatic causal interventions for reverse engineering relevance computation in neural retrieval models, enhancing understanding of information retrieval systems.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Multi-granular Adversarial Attacks Against Black-box Neural Ranking Models - Lecture 1

0 rewiews
Explore multi-granular adversarial attacks on black-box neural ranking models in information retrieval, examining vulnerabilities and potential defense strategies.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

On Generative Agents in Recommendation - Tutorial 2.5

0 rewiews
Explore generative agents in recommendation systems, focusing on prompts, instructions, and LLMs to enhance user experiences and personalization.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning

0 rewiews
Explore LLM-empowered recommendation systems through tool learning, enhancing personalized suggestions and user experiences in information retrieval.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

A Taxation Perspective for Fair Re-ranking - SIGIR 2024

0 rewiews
Explore a taxation perspective for fair re-ranking in information retrieval, examining fairness considerations and algorithmic approaches.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

LLaRA: Large Language-Recommendation Assistant

0 rewiews
Explore LLaRA, a novel approach integrating large language models with recommender systems for enhanced personalization and user interaction.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Lightweight Embeddings for Graph Collaborative Filtering - SIGIR 2024

0 rewiews
Explore lightweight embeddings for graph collaborative filtering in recommender systems, enhancing efficiency and performance in user-item interactions.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems

0 rewiews
Explore TransGNN's fusion of Transformers and Graph Neural Networks for enhanced recommender systems, improving collaborative filtering and user-item interactions.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Content-based Graph Reconstruction for Cold-start Item Recommendation - SIGIR 2024

0 rewiews
Explore innovative graph reconstruction techniques for cold-start item recommendations, enhancing content-based approaches in recommender systems.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Dimension Importance Estimation for Dense Information Retrieval - Tutorial 2.1

0 rewiews
Explore dimension importance estimation techniques for dense information retrieval, enhancing search accuracy and efficiency in large-scale systems.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering

0 rewiews
Explore individuality and collectivity of intents in graph collaborative filtering for enhanced recommendation systems and user interaction analysis.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations

0 rewiews
Explore adaptive feature de-correlation in graph collaborative filtering for enhanced recommendation systems. Learn innovative techniques to improve accuracy and relevance.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Deep Automated Mechanism Design for Integrating Ad Auction and Allocation in Feed - T1.3

0 rewiews
Explore deep automated mechanism design for integrating ad auction and allocation in feed, focusing on CTR, ads, and click models.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Leveraging LLMs for Unsupervised Dense Retriever Ranking - Dense Retrieval 1

0 rewiews
Explore unsupervised dense retriever ranking using LLMs for improved information retrieval techniques in this cutting-edge research presentation.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Counterfactual Ranking Evaluation with Flexible Click Models - Lecture 3

0 rewiews
Explore counterfactual ranking evaluation techniques using flexible click models for improved CTR and ad performance in search systems.
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1 Lesons
19 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

SIGformer: Sign-aware Graph Transformer for Recommendation

0 rewiews
Explore sign-aware graph transformers for recommendation systems, enhancing accuracy through innovative graph-based techniques and transformer architectures.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Graded Relevance Scoring of Written Essays with Dense Retrieval - Tutorial 2.1

0 rewiews
Explore dense retrieval techniques for graded relevance scoring of written essays, enhancing automated assessment in educational contexts.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

UniSAR: Modeling User Transition Behaviors between Search and Recommendation - Session M3.6

0 rewiews
Explore user transition behaviors between search and recommendation systems with UniSAR modeling, enhancing understanding of cross-platform user interactions.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process

0 rewiews
Explore predicting user app-opening motivations using Neural Hawkes Process, enhancing search and recommendation systems for improved user experiences.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Adaptive In-Context Learning with Large Language Models for Bundle Generation - Recommendation Systems

0 rewiews
Explore adaptive in-context learning techniques for bundle generation using large language models in recommendation systems.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Enhancing Dataset Search with Compact Data Snippets - SIGIR 2024

0 rewiews
Explore techniques for improving dataset search using compact data snippets, enhancing discoverability and accessibility of valuable information resources.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Hierarchical Semantics Alignment for 3D Human Motion Retrieval

0 rewiews
Explore hierarchical semantics alignment techniques for efficient 3D human motion retrieval in this concise presentation on advanced computer vision applications.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Sequential Recommendation with Collaborative Explanation via Mutual Information Maximization - Lecture 1

0 rewiews
Explore sequential recommendation with collaborative explanation, maximizing mutual information for enhanced explainability in search and recommendation systems.
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1 Lesons
19 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Evaluating Search System Explainability with Psychometrics and Crowdsourcing - Tutorial 1.1

0 rewiews
Explore psychometric and crowdsourcing techniques for evaluating search system explainability, enhancing understanding of user-centric explainable AI in information retrieval.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Modeling User Fatigue for Sequential Recommendation - Session M3.6

0 rewiews
Explore innovative approaches to modeling user fatigue in sequential recommendation systems, enhancing user experience and engagement in digital platforms.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation

0 rewiews
Explore advanced techniques in multi-behavior recommendation systems, focusing on behavior-contextualized item preference modeling for improved personalization and accuracy.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MDMTRec: An Adaptive Multi-Task Multi-Domain Recommendation Framework - SIGIR 2024

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Explore an adaptive framework for multi-task, multi-domain recommendations, enhancing personalized content suggestions across various platforms and contexts.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment - Domain Specific RecSys

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Explore a multi-view reciprocal recommender system for online recruitment, enhancing job matching efficiency and candidate-employer satisfaction.
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1 Lesons
12 minutes
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Free-Video
Association for Computing Machinery (ACM)

Multimodality Invariant Learning for Multimedia-Based New Item Recommendation - Lecture 6

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Explore innovative techniques for multimedia-based new item recommendation using multimodality invariant learning, enhancing recommendation systems' performance and user experience.
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1 Lesons
14 minutes
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Free-Video
Association for Computing Machinery (ACM)

Negative Sampling Techniques for Dense Passage Retrieval in a Multilingual Setting - Lecture 4

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Explore negative sampling techniques for dense passage retrieval in multilingual settings, enhancing information retrieval across languages.
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1 Lesons
14 minutes
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Free-Video
Association for Computing Machinery (ACM)

NFARec: A Negative Feedback-Aware Recommender Model - Recommendation Systems

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Explore a novel recommender model that incorporates negative feedback for improved personalized recommendations in complex user-item interaction scenarios.
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1 Lesons
14 minutes
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Free-Video
Association for Computing Machinery (ACM)

Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation - Session M3.5

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Explore critical insights into beyond-accuracy performance metrics in next basket recommendation systems, challenging current assumptions and methodologies.
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1 Lesons
16 minutes
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Free-Video
Association for Computing Machinery (ACM)

Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching - Multimodal Session 3.3

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Explore uncertainty-guided noisy correspondence learning for efficient cross-modal matching in multimodal systems, enhancing data analysis and information retrieval techniques.
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1 Lesons
11 minutes
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Free-Video
Association for Computing Machinery (ACM)

DHMAE: A Disentangled Hypergraph Masked Autoencoder for Group Recommendation - Lecture 4

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Explore a novel approach to group recommendation using disentangled hypergraph masked autoencoders, enhancing accuracy and efficiency in collaborative filtering systems.
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1 Lesons
10 minutes
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Free-Video
Weights & Biases

RAG++: From POC to Production - Advanced Techniques and Implementation

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Explore advanced RAG techniques, from basic concepts to production-ready implementations, in this comprehensive guide to enhancing AI-powered information retrieval systems.
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1 Lesons
19 minutes
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The Machine Learning Engineer

Extracting Structured Information from PDFs with LangChain and Gemini Pro

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Explore techniques for extracting structured data from PDFs using LangChain, Gemini Pro 1.5, and Pydantic. Learn to leverage machine learning for efficient information retrieval and processing.
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1 Lesons
27 minutes
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Free-Video
OpenSource Connections

Vision Language Models and PDFs: What You See Is What You Search - Haystack EU 2024

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Explore ColPali, a novel retrieval model using Vision Language Models to embed entire PDF pages, improving retrieval quality and simplifying extraction processes for complex document formats.
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1 Lesons
45 minutes
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Free-Video