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Why are LLMs' abilities emergent?
arxiv.org·4d
🧠Large Language Models (LLMs)
A Multimodal Framework for Understanding Collaborative Design Processes
arxiv.org·14h
Improving Crash Data Quality with Large Language Models: Evidence from Secondary Crash Narratives in Kentucky
arxiv.org·4d
🧠Large Language Models (LLMs)
Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts
arxiv.org·4d
🧠Large Language Models (LLMs)
TRACEALIGN -- Tracing the Drift: Attributing Alignment Failures to Training-Time Belief Sources in LLMs
arxiv.org·6d
🧠Large Language Models (LLMs)
Enhancing Serendipity Recommendation System by Constructing Dynamic User Knowledge Graphs with Large Language Models
arxiv.org·4d
🧠Large Language Models (LLMs)
AttriLens-Mol: Attribute Guided Reinforcement Learning for Molecular Property Prediction with Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
MOPrompt: Multi-objective Semantic Evolution for Prompt Optimization
arxiv.org·6d
💬Prompt optimizations for LLM serving
Learning to Reason for Factuality
arxiv.org·3d
🧠Large Language Models (LLMs)
Augmented Question-guided Retrieval (AQgR) of Indian Case Law with LLM, RAG, and Structured Summaries
arxiv.org·3d
🔍Retrieval-augmented generation
Generating Inputs for Grammar Mining using Dynamic Symbolic Execution
arxiv.org·4d
💬Prompt optimizations for LLM serving
Beyond Automation: Socratic AI, Epistemic Agency, and the Implications of the Emergence of Orchestrated Multi-Agent Learning Architectures
arxiv.org·3d
⚙️AI Infrastructure Automation
SLA-MORL: SLA-Aware Multi-Objective Reinforcement Learning for HPC Resource Optimization
arxiv.org·5d
🔧Systems-level optimizations for LLM serving
MV-Debate: Multi-view Agent Debate with Dynamic Reflection Gating for Multimodal Harmful Content Detection in Social Media
arxiv.org·3d
🧠Large Language Models (LLMs)
Dual Prompt Learning for Adapting Vision-Language Models to Downstream Image-Text Retrieval
arxiv.org·4d
🔍Retrieval-augmented generation
Exact and Heuristic Algorithms for Constrained Biclustering
arxiv.org·3d
🌐Distributed LLM Systems
Interpretable Rheumatoid Arthritis Scoring via Anatomy-aware Multiple Instance Learning
arxiv.org·14h
Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success
arxiv.org·4d
🧠Large Language Models (LLMs)
Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation
arxiv.org·3d
🧠Large Language Models (LLMs)
Negative Binomial Variational Autoencoders for Overdispersed Latent Modeling
arxiv.org·3d
🧠Large Language Models (LLMs)