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Research
Jul 28
26d ago
Accessibility plasticity as a principle of adaptive computation for access to computation
arXiv cs.LG
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Jul 27
27d ago
Cloud-Native Evaluation-as-a-Service: a six-microservice architecture for scalable AI monitoring with conformal guarantees
arXiv cs.LG
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27d ago
Data quality over capacity: baking documents into LoRA adapters for closed-book QA
arXiv cs.CL
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27d ago
Depth scalability limitations in logic gate networks; optimization collapse and topology-induced constraints persist beyond training improvements
arXiv cs.LG
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27d ago
DWT-Fusion: a signal-based framework for training-free LLM-generated text detection
arXiv cs.CL
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27d ago
Dynamic Commonsense Coordination for empathetic response generation
arXiv cs.CL
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27d ago
Encoding invisible causation for bridge diagnostic agents; triple-guided retrieval-augmented fine-tuning with QLoRA
arXiv cs.LG
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27d ago
Evaluation design conditions the expert-vs-auto MeSH gap; a controlled comparison of bag-of-words and BiomedBERT on the Cohen benchmark
arXiv cs.CL
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27d ago
From isolated tasks to structured capabilities: a multilayer taxonomy for large language models
arXiv cs.CL
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27d ago
FSE: Continual learning for named entity recognition by fast-slow experts
arXiv cs.CL
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27d ago
Goal-agnostic joint-embedding predictive control framework for partial differential equations using offline-trained ViT encoder and action-conditioned latent dynamics with an MPPI controller
arXiv cs.LG
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27d ago
Ground Truth First: a longitudinal evaluation instrument for agent memory and the tenure crossover in memory-architecture rankings
arXiv cs.CL
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27d ago
Humanly: A configurable and traceable environment for human-AI collaborative writing
arXiv cs.CL
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27d ago
Improving faithfulness of podcasts from documents
arXiv cs.CL
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27d ago
Introduction to Bayesian and frequentist simulation-based inference with machine learning
arXiv cs.LG
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27d ago
J-CoT: Chain-of-Thought in J-Space; explores latent-reasoning through recurrent propagation of continuous hidden states
arXiv cs.CL
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27d ago
Khondo: a multimodal benchmark for document packet splitting of Bangla forms
arXiv cs.CL
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27d ago
Learning what matters: supervising sparse attention routing with causal evidence sets
arXiv cs.LG
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27d ago
Measuring the dependency gap: diagnosing inter-column fidelity in tabular generative models
arXiv cs.LG
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27d ago
MEUSLI: a multilingual projector linking Whisper encoder with open-source multilingual ASR and beyond
arXiv cs.CL
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27d ago
MoE$^2$-LoRA: when MoE models meet MoE-style low-rank adaptation
arXiv cs.CL
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27d ago
Molt: a PyTorch-native training framework for agentic reinforcement learning reduces researcher cost per iteration
arXiv cs.LG
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27d ago
MotifRole-Diff: Risk-optimal role-aware corruption for masked molecular graph diffusion
arXiv cs.LG
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27d ago
Multi-horizon latent consistency as geometry: increasing lambda affects empirical expansion proxy L20 and horizon-20 prediction error on Moving-MNIST
arXiv cs.LG
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27d ago
Neural Atom Prevalence extends atom prevalence to neural networks for structured node-level model selection in feedforward architectures.
arXiv cs.LG
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27d ago
Parameter-free adaptive sparse attention via compression-based content selection
arXiv cs.LG
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27d ago
Physically constrained federated additive models for O-RAN SLA-risk prediction
arXiv cs.LG
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27d ago
Physiological signals as a forensic modality for talking-face deepfake detection
arXiv cs.LG
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27d ago
Probing latent Colombian identity inferences in Qwen2.5-7B with natural language autoencoders
arXiv cs.CL
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27d ago
Quadratic model can be surprisingly predictive for optimization in large-language models with 150M parameters
arXiv cs.LG
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27d ago
Quasi-Monte Carlo initialization improves meta-reinforcement learning training convergence in benchmark environments; QMC meta-priors outperform SB3 defaults on unseen continuous control tasks.
arXiv cs.LG
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27d ago
RED-PIM: Reducing data movement for transformers using processing-in-memory
arXiv cs.LG
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27d ago
Reinforcement learning mitigates task conflicts in LLM model merging; analysis examines training paradigms' impact
arXiv cs.CL
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27d ago
Restoration of historical documents via retrieval-augmented large language models leverages external knowledge to recover illegible entities
arXiv cs.CL
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27d ago
Scaling native multimodal pre-training from scratch
arXiv cs.CL
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27d ago
Self-poisoning in adaptive out-of-distribution detection: a sharp-threshold theory and certified label-free calibration
arXiv cs.LG
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27d ago
Shallower ReLU network representations via exact linear algebra
arXiv cs.LG
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27d ago
Smart predict-then-robustly-optimize: account for prediction shifts due to disturbance in the covariate feature space
arXiv cs.LG
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27d ago
Spanish version of the Large Language Models Dependency Scale (LLM-D12-SP) developed and validated
arXiv cs.CL
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27d ago
Toward user-conditioned evaluation of personal LLM agents under temporal interventions
arXiv cs.LG
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