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Research
Oct 1
17d ago
ContextAdapt evaluates contextual adaptation and value alignment in LLMs
arXiv cs.CL
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17d ago
Continual learning of dynamical systems in recurrent neural networks through recyclable unit gating
arXiv cs.LG
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17d ago
Data-free physics-informed neural operator for level-set interface advection
arXiv cs.LG
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17d ago
Decode-Latency Feedback Prefill: A model-free controller and its generalization limits
arXiv cs.AI
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17d ago
DEdit: Iterative draft editing for speculative decoding
arXiv cs.CL
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17d ago
Defining and categorising human-AI interactions in clinical trials: a multidimensional classification approach.
arXiv cs.AI
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17d ago
Demographic Pluralism: inference-time modeling of pluralistic human preference distributions
arXiv cs.AI
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17d ago
Disagreement-regularized imitation learning for image-based continuous control with Gaussian and Beta policies.
arXiv cs.LG
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17d ago
Doc2LoRA provides decodable representations of scientific ideas
arXiv cs.CL
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17d ago
DualCast: a dual-path language model for bimodal financial time-series forecasting
arXiv cs.LG
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17d ago
EHR2Trace: auditable EHR data infrastructure for patient world models and clinical agents
arXiv cs.LG
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17d ago
Environment steering: using data flow control to improve agent utility and safety
arXiv cs.CL
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17d ago
Evaluating language model safety across long adversarial conversations
arXiv cs.CL
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17d ago
Evaluating whether LLMs can reliably connect the dots
arXiv cs.CL
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17d ago
Examining variation in how guided AI tutors resolve student impasses
arXiv cs.AI
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17d ago
FD-VAD: semantic endpoint detection for streaming full-duplex speech
arXiv cs.CL
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17d ago
FlashDiffusion: fused tiled kernel spectral decomposition for diffusion maps on GPUs
arXiv cs.LG
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17d ago
From Lexical Baselines to Agentic Retrieval-Augmented Generation: structured skill and responsibility-level extraction with the SFIA framework
arXiv cs.CL
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17d ago
Function-space transformer with adaptive anchors reveals approach for learning neural operators over continuous domains
arXiv cs.LG
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17d ago
Generative AI pipeline for SEC 10-K extraction resolves missing financial data crisis
arXiv cs.CL
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17d ago
GoldiMask selects tokens to reveal as context for fine-tuning diffusion language models; it improves learning by tailoring which tokens are masked and recovered.
arXiv cs.AI
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17d ago
Gradient conflict does not reliably predict the understanding–generation trade-off in unified multimodal models, according to a controlled GRIDUMM audit
arXiv cs.LG
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17d ago
Graph anomaly detection as finite-horizon control: training-free scoring via empirical Bayes
arXiv cs.LG
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17d ago
Grokking through the lens of minimum-norm interpolation reveals how regularization geometry and signal sparsity govern generalization near interpolation.
arXiv cs.LG
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17d ago
Hermes: Learning contextual reasoning unlocks test-time scaling
arXiv cs.LG
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17d ago
Hyperspherical semantic trajectory analysis tracks technology diffusion from unstructured text streams across academic preprints, patent signals, and compute scaling
arXiv cs.CL
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17d ago
Improving OCR faithfulness via gated and attenuated on-policy distillation
arXiv cs.AI
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17d ago
Input-frugal deep learning framework uses routine weather and two static inputs to forecast Brazilian soybean crop yield
arXiv cs.LG
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17d ago
Kinematic signatures of impairment: detecting alcohol intoxication in e-scooter riders using sensor data and machine learning
arXiv cs.LG
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17d ago
KlinikeBench evaluates language models beyond diagnostic accuracy by assessing how well models gather information and determine appropriate clinical assessments.
arXiv cs.CL
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17d ago
Large language models as approximate survival estimators for time-to-event predictions
arXiv cs.CL
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17d ago
LeanPolish: Verified supervision for Lean proof compression
arXiv cs.LG
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17d ago
Learning to plan from random exploration
arXiv cs.LG
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17d ago
Less Uniform Diffusion is more powerful and scalable
arXiv cs.CL
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17d ago
Lookahead-R: budget-aware tool retrieval via execution-centric planning
arXiv cs.CL
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17d ago
Measuring heterogeneity for LLM team selection to determine which models work well together
arXiv cs.CL
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17d ago
MedKIT provides a granular evaluation of knowledge integration and transfer in large language models for medical knowledge updates.
arXiv cs.CL
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17d ago
Memory adaptation for task-conditioned execution to address failed reuse of successful memories in embodied agents
arXiv cs.CL
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17d ago
MetaPersona: Task-grounded synthetic populations from empirical social science
arXiv cs.AI
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17d ago
MoFlow: multi-objective agentic workflow generation aims to jointly optimize accuracy, cost, latency, robustness, and consistency
arXiv cs.AI
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