Beyond Static Retrieval: Opportunities and Pitfalls of Iterative Retrieval in GraphRAG
arxiv.org·3h
🔍Information Retrieval
The Model Selection Showdown: 6 Considerations for Choosing the Best Model
machinelearningmastery.com·17h
🧠Intelligence Compression
Learning to Detect Relevant Contexts and Knowledge for Response Selection in Retrieval-based Dialogue Systems
arxiv.org·1d
🔍Information Retrieval
RANGER -- Repository-Level Agent for Graph-Enhanced Retrieval
arxiv.org·3h
🔍Information Retrieval
Generalized Contrastive Learning for Universal Multimodal Retrieval
arxiv.org·3h
🧮Vector Embeddings
Fairness Testing in Retrieval-Augmented Generation: How Small Perturbations Reveal Bias in Small Language Models
arxiv.org·3h
🔍Information Retrieval
RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation
arxiv.org·3h
🔍Information Retrieval
Enhancing Linear Attention with Residual Learning
arxiv.org·3h
📊Learned Metrics
Drift-Adapter: A Practical Approach to Near Zero-Downtime Embedding Model Upgrades in Vector Databases
arxiv.org·1d
🗂️Vector Databases
Automated Legal Risk Assessment for BBNJ Implementation via Multi-Modal Knowledge Fusion
dev.to·9h·
Discuss: DEV
⚖️Constraint Logic
SMS: Self-supervised Model Seeding for Verification of Machine Unlearning
arxiv.org·3h
🧠Machine Learning
Hybrid Reward Normalization for Process-supervised Non-verifiable Agentic Tasks
arxiv.org·3h
🤖AI Curation
ADAM: A Diverse Archive of Mankind for Evaluating and Enhancing LLMs in Biographical Reasoning
arxiv.org·1d
🏛Digital humanities
Personalized Auto-Grading and Feedback System for Constructive Geometry Tasks Using Large Language Models on an Online Math Platform
arxiv.org·3h
🌀Differential Geometry
The Media Bias Detector: A Framework for Annotating and Analyzing the News at Scale
arxiv.org·3h
📥Feed Aggregation
Reference-Free Rating of LLM Responses via Latent Information
arxiv.org·1d
🧠Intelligence Compression
The Grammar of FAIR: A Granular Architecture of Semantic Units for FAIR Semantics, Inspired by Biology and Linguistics
arxiv.org·3h
📋Document Grammar
Text-Based Approaches to Item Alignment to Content Standards in Large-Scale Reading & Writing Tests
arxiv.org·3h
📝Text Compression
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding
arxiv.org·2d
🔍Information Retrieval
The Silent Judge: Unacknowledged Shortcut Bias in LLM-as-a-Judge
arxiv.org·3h
✨Effect Handlers