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Research
Oct 22
23d ago
Automating ML for science: testing how far frontier agents can improve scientific ML benchmarks with Agent4Sci across 20 benchmarks in 11 domains
arXiv cs.AI
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23d ago
Behavior beyond text: evaluating refusal transfer failure in LLM agents
arXiv cs.AI
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23d ago
Big claims, small margins: do reported GraphLLM gains survive simple baselines?
arXiv cs.LG
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23d ago
Building a Nested LADDER for LLM unstructured post-training pruning
arXiv cs.LG
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23d ago
Building AI research teams for autonomous discovery of linear attention architectures
arXiv cs.CL
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23d ago
CALLIOPE uses a top-down framework for discovering topic hierarchies in unstructured data with differential privacy, avoiding reliance on embeddings.
arXiv cs.LG
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23d ago
Causality improves robustness to distribution shift by modeling underlying mechanisms of change in decision-making and dynamical systems.
arXiv cs.LG
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23d ago
CSD: Common-Support Distillation for Cross-Tokenizer Knowledge Transfer
arXiv cs.CL
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23d ago
D-Skill: distilling teacher knowledge through agent skills via black-box knowledge transfer
arXiv cs.AI
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23d ago
Does every instance count equally? order effects in LLM multi-instance processing
arXiv cs.AI
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23d ago
Every learnable distribution class in total variation with finite samples is privately learnable up to arbitrarily small error with finite samples.
arXiv cs.LG
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23d ago
Evidence-driven multi-agent AI system for head and neck proton radiotherapy planning combines DRL planning with LLM-based plan refinement
arXiv cs.AI
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23d ago
Explicit feedback contract for iterative ML-agent harnesses
arXiv cs.LG
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23d ago
Extreme low-state quantized transformer for electricity-load forecasting shows performance impact across 3-, 5-, 7-, and 16-state weight quantization
arXiv cs.LG
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23d ago
Fig: Automated multiagent behavior elicitor finds interactions in games to elicit targeted sub-behaviors in social environments.
arXiv cs.AI
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23d ago
GenXR-Bench benchmarks coding agents for interactive XR development
arXiv cs.AI
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23d ago
GRAIL: From saliency to semantics in time-series explanation
arXiv cs.AI
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23d ago
Guilt by association: semantic leakage drives associative gender bias
arXiv cs.CL
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23d ago
How much gradient does truncated backprop lose in looped transformers?
arXiv cs.LG
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23d ago
Inheritance as an Admission Test for LLM Prompt Merge Operators
arXiv cs.AI
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23d ago
Interaction-Gated Time-Frequency learning for parameter-efficient PPG-based heart rate estimation
arXiv cs.LG
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23d ago
Is Anyone Enforcing the Cartel? What reinforcement learning teaches LLM agents in markets
arXiv cs.CL
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23d ago
KIRA: a dual-pathway reading screening system combining word-level fluency scoring with phoneme-level error detection
arXiv cs.CL
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23d ago
LEAN: Loss-Engineered modulation of the model weight-sensitivity distribution for efficient, error-tolerant neural networks
arXiv cs.LG
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23d ago
LIFT: Scoped constraints for evaluating and training instruction following
arXiv cs.CL
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23d ago
MADARTB: a parallel multi-dialect Arabic dependency treebank spanning five city dialects with 5,000 sentences using the CATiB scheme
arXiv cs.CL
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23d ago
Measure first, then allocate: calibrated rollout budgets for MCP agents in reinforcement learning
arXiv cs.LG
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23d ago
Measuring backup awareness and automating backup in coding agents; introducing RegretBench benchmark for 205 tasks
arXiv cs.AI
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23d ago
Motion Equivariant Convolutional LSTM: when motion becomes a gauge symmetry
arXiv cs.LG
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23d ago
Multi-level encoder with global topic for task-oriented dialogue summarization
arXiv cs.CL
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23d ago
Offline apprenticeship learning for human-centric environments advances offline policy learning from expert demonstrations to recover reward structures for ITSs and clinical healthcare.
arXiv cs.LG
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23d ago
Our Own Jev: Typed decisions in one forward pass, from an in-house judge to Open LoRA models
arXiv cs.CL
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23d ago
PerMIT: secure persistent memory for LLM agents with provable integrity under explicit trust assumptions
arXiv cs.AI
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23d ago
RadCarve defines generation units from anatomical region sets to structure radiology reports
arXiv cs.CL
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23d ago
Refusal directions transfer poorly for Yoruba and its behavior in other low-resource languages remains unclear
arXiv cs.CL
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23d ago
Reinforcement learning for hardware acceleration and system-level optimization on FPGA and integrated-circuit platforms: a survey
arXiv cs.LG
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23d ago
Retry-Aware policy optimization for efficient exploration in LLM reasoning
arXiv cs.LG
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23d ago
RL-IF: Tracking non-local training data influence for online reinforcement learning
arXiv cs.LG
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23d ago
SANE: automated scorer-specific metamorphic testing for LLM judges
arXiv cs.CL
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23d ago
Saudi and Gulf Arabic speech recognition with a frozen Gemma 4 encoder and an adapter-augmented encoder
arXiv cs.CL
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