Technology
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ForeSci: Evaluating LLM Agents for Forward-Looking AI Research Judgment
arXiv:2606.00644v2 Announce Type: replace Abstract: AI research often requires decisions before future evidence...
Toward Pre-Deployment Assurance for Enterprise AI Agents: Ontology-Grounded Simulation and Trust Certification
arXiv:2606.04037v2 Announce Type: replace Abstract: Pre-deployment verification of enterprise artificial intelligence...
Semi-Offline Reinforcement Learning for Optimized Text Generation
arXiv:2306.09712v2 Announce Type: replace-cross Abstract: In reinforcement learning (RL), there are two major settings...
Binary Gaussian Copula Synthesis: an LLM-powered data augmentation framework for early dialysis prediction in chronic kidney disease
arXiv:2403.00965v2 Announce Type: replace-cross Abstract: Only a small fraction of patients with chronic kidney...
Separation Power of Equivariant Neural Networks
arXiv:2406.08966v3 Announce Type: replace-cross Abstract: The separation power of a machine learning model refers to...
Channel-Wise Mixed-Precision Quantization for Large Language Models
arXiv:2410.13056v4 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have demonstrated remarkable...
Comprehensive and Reliable Feature Attribution for Diverse Modalities and Models via Frequency-Domain Insights
arXiv:2411.18343v3 Announce Type: replace-cross Abstract: Personalized Federal learning(PFL) allows clients to...
PC-Talk: Precise Facial Animation Control for Audio-Driven Talking Face Generation
arXiv:2503.14295v3 Announce Type: replace-cross Abstract: Recent advancements in audio-driven talking face generation...
A Study of LLMs' Preferences for Libraries and Programming Languages
arXiv:2503.17181v4 Announce Type: replace-cross Abstract: Despite the rapid progress of large language models (LLMs)...
The Mirage of Performance Gains: Why Contrastive Decoding Fails to Mitigate Object Hallucinations in MLLMs?
arXiv:2504.10020v4 Announce Type: replace-cross Abstract: Contrastive decoding strategies are widely used to reduce...
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives
arXiv:2504.10823v4 Announce Type: replace-cross Abstract: Navigating dilemmas involving conflicting values is...
Reformulating Neural Operators in $d+1$ Dimensions for Embedding Evolution
arXiv:2505.11766v4 Announce Type: replace-cross Abstract: Neural Operators (NOs) are powerful architectures for...
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