How Retrieval Algorithms Shape Better LLM Responses?
dev.to·18h·
Discuss: DEV
🔍Information Retrieval
TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning
arxiv.org·15h
🗂️Vector Databases
Learning ON Large Datasets Using Bit-String Trees
arxiv.org·15h
🗂️Vector Databases
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
towardsdatascience.com·5h
📐Geometric Hashing
How Tensors Are Changing Search in Life Sciences
thenewstack.io·1d
🗂️Vector Search
Type-Hinting DataFrames for Static Analysis and Runtime Validation
medium.com·29m·
Discuss: Hacker News
🧮Algebraic Datatypes
Test-Time Scaling Strategies for Generative Retrieval in Multimodal Conversational Recommendations
arxiv.org·15h
🔍Information Retrieval
Paradigms of Intelligence Team
github.com·6h·
Discuss: Hacker News
🔲Cellular Automata
Effective Clustering for Large Multi-Relational Graphs
arxiv.org·15h
🌊Spectral Clustering
k-NN Classification and Model Evaluation
dev.to·12h·
Discuss: DEV
🧠Machine Learning
Semantic Embedding in RAG: why close vectors still miss meaning and how to fix it
dev.to·14h·
Discuss: DEV
🗂️Vector Databases
[P] aligning non-linear features with your data distribution
reddit.com·1d·
Discuss: r/MachineLearning
🧠Machine Learning
THEME : Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics
arxiv.org·15h
🔍Information Retrieval
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
arxiv.org·15h
🧮Kolmogorov Complexity
Feature-Refined Unsupervised Model for Loanword Detection
arxiv.org·15h
📏Manuscript Metrics
UMATO: Bridging Local and Global Structures for Reliable Visual Analytics with Dimensionality Reduction
arxiv.org·1d
🌀Differential Geometry
Disentangling Polysemantic Neurons with a Null-Calibrated Polysemanticity Index and Causal Patch Interventions
arxiv.org·15h
🔍Vector Forensics
Hierarchical Contextual Grounding LVLM: Enhancing Fine-Grained Visual-Language Understanding with Robust Grounding
arxiv.org·15h
🤖Advanced OCR
Evaluating Retrieval-Augmented Generation Strategies for Large Language Models in Travel Mode Choice Prediction
arxiv.org·15h
🧠Machine Learning
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.org·15h
⧗Information Bottleneck