DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation
Paper
•
2410.00201
•
Published
AI Papers
-
-
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems
Paper • 2409.19804 • Published -
Rethinking Conventional Wisdom in Machine Learning: From Generalization to Scaling
Paper • 2409.15156 • Published -
Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify and Understand Speaker in Spoken Dialogue
Paper • 2409.04927 • Published -
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
Paper • 2410.02642 • Published -
L-CiteEval: Do Long-Context Models Truly Leverage Context for Responding?
Paper • 2410.02115 • Published • 10 -
Distilling an End-to-End Voice Assistant Without Instruction Training Data
Paper • 2410.02678 • Published • 21 -
Contrastive Localized Language-Image Pre-Training
Paper • 2410.02746 • Published • 28 -
Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
Paper • 2410.02073 • Published • 38 -
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
Paper • 2407.09025 • Published • 127 -
EmbedLLM: Learning Compact Representations of Large Language Models
Paper • 2410.02223 • Published • 3 -
ToolGen: Unified Tool Retrieval and Calling via Generation
Paper • 2410.03439 • Published -
TableRAG: Million-Token Table Understanding with Language Models
Paper • 2410.04739 • Published • 1 -
Differential Transformer
Paper • 2410.05258 • Published • 150 -
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
Paper • 2410.05983 • Published • 1 -
SEGMENT+: Long Text Processing with Short-Context Language Models
Paper • 2410.06519 • Published -
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 30 -
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
Paper • 2410.10594 • Published • 19