Distilling a Small Utility-Based Passage Selector to Enhance Retrieval-Augmented Generation
arxiv.org·6d
🧠Large Language Models (LLMs)
From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for LLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
RATE: An LLM-Powered Retrieval Augmented Generation Technology-Extraction Pipeline
arxiv.org·4d
🧠Large Language Models (LLMs)
Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation
arxiv.org·4d
🧠Large Language Models (LLMs)
Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner
arxiv.org·2d
🧠Large Language Models (LLMs)
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·2d
🧠Large Language Models (LLMs)
SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
arxiv.org·4d
🧠Large Language Models (LLMs)
Past Meets Present: Creating Historical Analogy with Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
Tractable Responsibility Measures for Ontology-Mediated Query Answering
arxiv.org·2d
🧠Large Language Models (LLMs)
Investigating the Invertibility of Multimodal Latent Spaces: Limitations of Optimization-Based Methods
arxiv.org·2d
🧠Large Language Models (LLMs)
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes
arxiv.org·2d
🧠Large Language Models (LLMs)
Teaching Language Models To Gather Information Proactively
arxiv.org·4d
🧠Large Language Models (LLMs)
ART: Adaptive Relation Tuning for Generalized Relation Prediction
arxiv.org·2d
🧠Large Language Models (LLMs)
Neural Autoregressive Modeling of Brain Aging
arxiv.org·2d
🧠Large Language Models (LLMs)
Validating Pharmacogenomics Generative Artificial Intelligence Query Prompts Using Retrieval-Augmented Generation (RAG)
arxiv.org·4d
🧠Large Language Models (LLMs)
RL from Teacher-Model Refinement: Gradual Imitation Learning for Machine Translation
arxiv.org·3d
🧠Large Language Models (LLMs)
SketchMind: A Multi-Agent Cognitive Framework for Assessing Student-Drawn Scientific Sketches
arxiv.org·2d
🧠Large Language Models (LLMs)
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
arxiv.org·4d
🧠Large Language Models (LLMs)
DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router
arxiv.org·4d
🧠Large Language Models (LLMs)