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Research
Sep 7
8d ago
A removal based approach to improve LLM faithfulness at test time
arXiv cs.AI
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8d ago
A repeated-measurement study assesses five large language models as zero-shot annotators of four social constructs in English song lyrics.
arXiv cs.LG
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8d ago
ASR hallucinations arise from grounding failure in Conformer-Large recognizers under degradation and speaker-background shift
arXiv cs.CL
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8d ago
Auditing identity handoffs in grounded language-model pipelines: does the selected object reach the reader?
arXiv cs.AI
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8d ago
BER-PEF: Unified human mobility predictability evaluation via Bayes error rate estimation
arXiv cs.LG
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8d ago
Better model capability can worsen system risk in financial markets, study finds with LLM agents showing correlated actions
arXiv cs.AI
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8d ago
BioSync: Transformer-based cross-modal fusion for a multimodal physiological digital biomarker
arXiv cs.AI
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8d ago
Calibrated reflection approach improves confidence estimation in LLMs.
arXiv cs.CL
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8d ago
CLM: Transforming tacit and fragmented enterprise knowledge into a sovereign, auditable, executable corporate intelligence layer
arXiv cs.AI
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8d ago
Conformity breaks conformal prediction in multi-agent LLMs, due to score-mechanism shift that changes the model’s score when peers unanimously assert a wrong answer.
arXiv cs.LG
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8d ago
Cultural misalignment in large language models: evaluation across 63 personas using Wasserstein distance; Qwen3-4B worst on its own population across three countries
arXiv cs.CL
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8d ago
Data fusion framework grounds aerospace surrogate model with experimental wind-tunnel observations
arXiv cs.LG
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8d ago
Data-driven discovery of composition-dependent constitutive models for hyperelasticity and viscoelasticity of digital materials
arXiv cs.AI
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8d ago
Data-driven learning of unknown nonlinear differential equations from a single state trajectory using functional analysis
arXiv cs.LG
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8d ago
Data-Optimized Contingency Screening: a machine learning approach to power system security
arXiv cs.AI
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8d ago
Demand-conditioned model selection across demand patterns and horizons; study gauges whether the selector should be context-dependent across 24 models and nine datasets
arXiv cs.LG
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8d ago
Disentangling attention in deep operator learning: a controlled study comparing data-driven and physics-informed architectures
arXiv cs.LG
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8d ago
Distilled continuous diffusion language models can write code in few steps—or one.
arXiv cs.LG
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8d ago
Energy-based conservative-dissipative latent neural evolution operator for micromagnetic magnetization dynamics developed with a convolutional autoencoder and a structured latent ODE
arXiv cs.LG
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8d ago
Evaluating large language models for forced outage risk prediction; benefits and comparison to machine learning
arXiv cs.LG
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8d ago
Evaluation of phonetic encoding algorithms on transcription datasets
arXiv cs.CL
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8d ago
Evidence Integration in Large Language Models
arXiv cs.CL
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8d ago
EXAONE Forecast for Finance: a financial time series foundation model tailored to financial forecasting
arXiv cs.AI
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8d ago
Extremely sparse supervision incentivizes reasoning ability
arXiv cs.AI
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8d ago
Fast surrogate modeling of FitzHugh-Nagumo dynamics with parametric neural operators
arXiv cs.LG
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8d ago
From answers to interpretations: rethinking ambiguity-induced aleatoric uncertainty estimation in LLMs
arXiv cs.AI
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8d ago
From Matching Models to Recruiting Agents: a systematized narrative review of AI recruitment systems, evaluation, and governance
arXiv cs.AI
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8d ago
GRACE framework grounds LLM responses by decomposing into atomic claims and tracking cross-document evidence relationships
arXiv cs.CL
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8d ago
Hakken: predicting future discoveries to fill gaps in today’s knowledge
arXiv cs.LG
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8d ago
Harbor Adapters and Harbor-Index provide a unified evaluation infrastructure and curated meta-dataset for large-scale agentic evaluation
arXiv cs.AI
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8d ago
HarvestBench measures whether LLM agents will pay to avoid killing animals in a farm-harvest RL gridworld
arXiv cs.AI
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8d ago
How much does corpus choice change dependency-distance estimates?
arXiv cs.CL
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8d ago
Indirect prompt injection framed as a test-time search problem
arXiv cs.AI
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8d ago
IPGeoAI: Transformer-based geolocation with LLM semantic fusion
arXiv cs.AI
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8d ago
Iris: climbing to the search frontier
arXiv cs.AI
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8d ago
La Agente Optima: Towards agentic self-driving laboratories
arXiv cs.AI
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Sep 5
10d ago
MasterControl Seventeen Every Time; arXiv study presents a governed enterprise analytics approach with a language model interpreting questions and a deterministic policy selecting analytical programs to return results and evidence
arXiv cs.AI
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10d ago
PPO-STGNN: a proximal policy optimization approach with spatio-temporal graph neural networks for DAG task scheduling in cloud-edge-end computing.
arXiv cs.AI
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10d ago
Prompt-engineering framework enables scalable, real-time micro-level personalization in a general-purpose AI teaching assistant (LLM/RAG-based Jill Watson)
arXiv cs.AI
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10d ago
Speculative Macro Commit adds a two-tier agent system with a faster speculative drafter predicting tool use to speed up decisions.
arXiv cs.AI
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