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Research
Oct 6
12d ago
$\tilde{O}(\sqrt{T})$ regret and polylogarithmic constraint violation for COCO in online convex optimization with adversarial costs and constraints
arXiv cs.LG
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12d ago
AdaEva: Accelerating LLM-driven algorithm design with adaptive partial evaluation
arXiv cs.LG
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12d ago
AI-enabled QA for multiple-choice assessment items: review of automated item-writing flaw detection, psychometric screening, and NLP benchmark auditing
arXiv cs.CL
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Oct 5
12d ago
Open and emergent problems in agentic privacy and security: a contextual angle
Google Research
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13d ago
Does every user need a private LoRA? Decoupling personalization from per-user adaptation
arXiv cs.LG
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13d ago
Drive vs. Decay: On the Training Dynamics of Joint-Embedding Predictive Architectures
arXiv cs.LG
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13d ago
Dropout neural networks approximate the unit ball of W^{n,∞}([0,1]^d) by ReLU networks with random edge retention; Sobolev rates and confidence bounds
arXiv cs.LG
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13d ago
EpiWorld: grounding LLM policy agents in epidemiological world models
arXiv cs.CL
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13d ago
Evaluating multi-dimensional generalization of large language models in temporal extraction tasks
arXiv cs.CL
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13d ago
FinDialogLens extracts missed trade events from multi-party financial chatrooms by performing event extraction over dialogue to identify RFQ outcomes.
arXiv cs.CL
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13d ago
From Behavior to provenance: attributing tabular foundation models to synthetic pretraining data
arXiv cs.LG
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13d ago
From mathematical to executable certificates for machine unlearning
arXiv cs.LG
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13d ago
From retrieval to typed decisions: calibrated system one models from biomedical sentence encoders
arXiv cs.CL
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13d ago
Generative-informed neuro-symbolic framework resolves syntactic ambiguity in Arabic DPs using AraBERT integration
arXiv cs.CL
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13d ago
Greenwashing risk in sustainability data: conformal machine learning links SEC fundamentals to EPA facility emissions for improved market discipline
arXiv cs.LG
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13d ago
HakemBench: a Turkish benchmark of typed decisions released with 2,346 items and 4,275 choices across seven tracks
arXiv cs.CL
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13d ago
History improves task completion for language agents, but more interaction history can still reduce success in some cases.
arXiv cs.CL
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13d ago
How robust is multimodal claim verification to LLM rewriting?
arXiv cs.CL
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13d ago
Hybrid ML-assisted Raman spectroscopy with generative feature augmentation for pharmaceutical identification
arXiv cs.LG
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13d ago
Improving atomic-fact recall via focused views in unstructured knowledge editing
arXiv cs.CL
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13d ago
Learning when to commit from partial speech for end-to-end simultaneous speech translation
arXiv cs.CL
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13d ago
LLM agents that yield to majority still represent their original premise
arXiv cs.CL
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13d ago
MACTS-EM: multi-agent collaborative time series forecasting with emergent memory
arXiv cs.LG
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13d ago
Mitigating convergence collapse in fixed-target anomaly detectors via kernel-anchored locality regularization
arXiv cs.LG
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13d ago
MuLoRA introduces spectrally balanced low-rank adaptation for continual learning to address spectral plasticity collapse in sequential updates.
arXiv cs.LG
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13d ago
Nearest-neighbour baselines for fingerprint prediction from MS/MS spectra under different assumptions
arXiv cs.LG
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13d ago
Overcoming challenges of interpretive structural modeling with large language models
arXiv cs.LG
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13d ago
Parameter-free interval-dynamic regret under heavy-tailed noise in online convex optimization
arXiv cs.LG
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13d ago
PowerBench: measuring language model bias in power-shifting requests
arXiv cs.LG
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13d ago
Psi-Resilience: model-free feature importance from 1D topological signals
arXiv cs.LG
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13d ago
Rank-Aware Speculative Sampling for diffusion draft trees
arXiv cs.LG
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13d ago
Sigma: a large-scale continuous diffusion language model built on steerable low-dimensional latent trajectories
arXiv cs.CL
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13d ago
Slow-Fast multi-teacher on-policy distillation for capability preservation
arXiv cs.LG
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13d ago
State-space unlearning for land surface forecasting reduces non-stationary bias from unrecorded confounding events in Mamba-family models.
arXiv cs.LG
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13d ago
Text-centric post-training for omni-modal reasoning improves joint audio-visual reasoning in omni large language models using post-training with different emphases on perception and reasoning objectives
arXiv cs.CL
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13d ago
TPBench: a turning-point benchmark for dialogue compression
arXiv cs.CL
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13d ago
TRACE: a reproducible benchmark for electricity price forecasting with official operational text
arXiv cs.LG
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13d ago
Variation in interpulse interval influences deep-learning bat species classification; transformers show different sensitivity than CNNs, per two matched European bat call datasets.
arXiv cs.LG
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13d ago
WakeKV: Reactive, reversible KV residency for heads that change their minds
arXiv cs.CL
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13d ago
XiangqiBench provides closed-loop evaluation of LLM agents by requiring mate delivery in 119 tactical endgames against an engine defender
arXiv cs.CL
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