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Collections including paper arxiv:2406.01506

Understanding and steering latent space

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3
A Language Model's Guide Through Latent Space

Paper • 2402.14433 • Published Feb 22, 2024 • 1
Extracting Latent Steering Vectors from Pretrained Language Models

Paper • 2205.05124 • Published May 10, 2022
The Linear Representation Hypothesis and the Geometry of Large Language Models

Paper • 2311.03658 • Published Nov 7, 2023 • 1

Papers - Knowledge Graph - GraphRag - WordNet -

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Papers - Knowledge Graph - Dataset - Text - WordNet

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Papers - Text - Dataset - Knowledge Graph - WordNet

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3
Poincaré Embeddings for Learning Hierarchical Representations

Paper • 1705.08039 • Published May 22, 2017 • 1

Graph-enhanced RAG

using knowledge graphs in RAG for grounding LLM results

Knowing When to Ask -- Bridging Large Language Models and Data

Paper • 2409.13741 • Published Sep 10, 2024 • 1
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

Paper • 2311.07509 • Published Nov 13, 2023 • 2
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

Paper • 2405.11706 • Published May 20, 2024 • 2
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering

Paper • 2404.17723 • Published Apr 26, 2024 • 2

Papers - Text - Training - Estimation - LDA

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Papers - XAI - Text - WordNet - Noun and Verb Hierarchy

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Papers - Rag - Knowledge Graphs

KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction

Paper • 2404.15923 • Published Apr 24, 2024 • 2
The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Papers - Knowledge Graphs

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Paper • 2401.18059 • Published Jan 31, 2024 • 37
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction

Paper • 2404.15923 • Published Apr 24, 2024 • 2
The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI

Paper • 2404.11428 • Published Apr 17, 2024 • 1
A Multimodal Automated Interpretability Agent

Paper • 2404.14394 • Published Apr 22, 2024 • 21
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation

Paper • 2404.07129 • Published Apr 10, 2024 • 3
The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Paper • 2406.01506 • Published Jun 3, 2024 • 3

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