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Research
Aug 25
21d ago
A reproducible, license-aware distillation recipe for CPU-deployable safety classification
arXiv cs.AI
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21d ago
Agentic AI for safety-critical multi-drone systems: challenges and opportunities
arXiv cs.AI
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21d ago
Agentic scaffolding amplifies sycophantic behavior in large language models
arXiv cs.CL
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21d ago
Agentic security: a systematization of tools, failure modes, and design laws for LLM-driven penetration testing
arXiv cs.CL
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21d ago
AI learning and conceptual transfer in the Game of Hidden Rules
arXiv cs.AI
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21d ago
AIREP protocol records governance decisions of AI runtimes as signed objects; it logs each released, blocked, deferred, redacted, or escalated output with input/output references and evidence hashes.
arXiv cs.AI
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21d ago
Anchoring bias: a persistent fairness backdoor attack against MLLMs under continual learning
arXiv cs.LG
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21d ago
Automating multi-hop RAG evaluation via TRIAD: from context extraction to validated dataset generation
arXiv cs.CL
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21d ago
Beyond Sparse Weights: When Is Attention Compressible?
arXiv cs.LG
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21d ago
Can LLMs truly forget? Revealing unlearning gaps through adversarial evaluation
arXiv cs.CL
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21d ago
ChemDIRT: a diversified benchmark for robust chemistry-LLM evaluation
arXiv cs.LG
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21d ago
ChequeMark: an ensemble machine learning framework for after-hours business deposit fraud detection
arXiv cs.LG
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21d ago
Class-conditioned Gaussian mixture quantifier for imbalanced time series quantification (CC-GMNet-TS) unfolds a Transformer-based feature extractor to estimate class prevalences
arXiv cs.LG
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21d ago
Composable trust infrastructure for manufacturing knowledge graphs enables cross-system provenance, temporal reasoning, and decision traceability
arXiv cs.AI
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21d ago
Congruence decomposition with neural block solvers for large-scale PCI assignment
arXiv cs.LG
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21d ago
Convergence in science, divergence in religion: calibrated framing differences across Wikipedia's language editions
arXiv cs.CL
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21d ago
CoreSec: a production RCA system for datacenter networks using a PAM-style abstention algebra to yield deterministic decisions from telemetry agents
arXiv cs.AI
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21d ago
CyrillicQA: the influence of phonetically encoded secret language on LLM performance
arXiv cs.CL
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21d ago
Distinguishing revision and delayed elaboration in incremental narrative interpretation
arXiv cs.CL
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21d ago
Enhanced artificial neural networks using QHAdamW in air quality forecasting
arXiv cs.AI
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21d ago
Evaluating multimodal narrative understanding of popular Hollywood films
arXiv cs.AI
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21d ago
Evaluation awareness in language models: representation, verbalization, and control
arXiv cs.CL
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21d ago
Evidence-state reliability under controlled degradation; parser-validity divergence in a multi-stage LLM pipeline
arXiv cs.CL
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21d ago
Exact certification limits for iid best-of-N search in AI validation
arXiv cs.LG
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21d ago
FCPRAG: Fusion-Controller Parametric Retrieval-Augmented Generation for stable multi-passage LoRA injection
arXiv cs.CL
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21d ago
Federated continual learning as a distributed drift-plus-penalty control problem
arXiv cs.LG
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21d ago
Federated ensemble forecasting under supply-chain market volatility
arXiv cs.LG
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21d ago
Forgotten in weights, recovered by tools: agentic tool unlearning for LLM agents
arXiv cs.CL
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21d ago
FrugalSOT: Frugal search over the models for on-device NLP inference
arXiv cs.LG
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21d ago
Generate in the Chart, Not on the Boundary: Function-Symbol Grounding for Hard Constraints in LTN-GANs
arXiv cs.AI
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21d ago
GeoQ: Geometry-Aware conditional quantile error estimation for scientific surrogate models
arXiv cs.LG
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21d ago
Hate speech classification in Roman Urdu: a comparative study on parameter-efficient fine-tuning and prompt engineering
arXiv cs.AI
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21d ago
K-Bench: evaluating model performance on real, underspecified scientific agent requests from live user traffic
arXiv cs.AI
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21d ago
KAN-Robust-Bench: a benchmark for evaluating the robustness of Kolmogorov-Arnold networks
arXiv cs.LG
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21d ago
KSE-Web analyzes hybrid retrieval and LLM-assisted query expansion for Khmer semantic search in a low-resource setting
arXiv cs.CL
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21d ago
KVBoost enables chunk-level key-value cache reuse with deviation-guided recomputation for efficient large language model inference; reduces prefill latency in HuggingFace-compatible decoders.
arXiv cs.AI
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21d ago
Large language models struggle to comprehend poetic logic in modern Chinese poetry
arXiv cs.CL
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Aug 24
22d ago
MIT engineers develop a tool to generate realistic extreme events and worst-case scenarios without relying on prior extreme events.
MIT News (AI)
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22d ago
World models of environment, agent and joint agent-environment systems
arXiv cs.AI
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22d ago
Wrong-physics backdoors in neural PDE operators
arXiv cs.LG
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