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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 • 1 -
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!
Paper • 2405.11706 • Published • 1 -
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
Paper • 2404.17723 • Published • 1 -
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
Paper • 2406.11460 • Published • 1
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Collections including paper arxiv:2406.01506
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RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Paper • 2401.18059 • Published • 33 -
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction
Paper • 2404.15923 • Published • 2 -
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
Paper • 2406.01506 • Published • 3
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Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
Paper • 2404.11428 • Published • 1 -
A Multimodal Automated Interpretability Agent
Paper • 2404.14394 • Published • 20 -
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation
Paper • 2404.07129 • Published • 3 -
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
Paper • 2406.01506 • Published • 3
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Prompt-to-Prompt Image Editing with Cross Attention Control
Paper • 2208.01626 • Published • 2 -
BERT Rediscovers the Classical NLP Pipeline
Paper • 1905.05950 • Published • 2 -
A Multiscale Visualization of Attention in the Transformer Model
Paper • 1906.05714 • Published • 2 -
Analyzing Transformers in Embedding Space
Paper • 2209.02535 • Published • 3