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Research
Nov 10
4d ago
A model organism for studying unverbalized evaluation awareness
arXiv cs.CL
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4d ago
Adaptive-depth mixture-of-experts with learned halting enables dynamic compute in elastic inference
arXiv cs.AI
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4d ago
All roads lead to Markov kernel networks: A representation theorem for discretization-stable learning
arXiv cs.LG
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4d ago
ASCENT: Scale-complementary external state for frozen long-context language models
arXiv cs.CL
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4d ago
Aspect-wise pairwise tournaments for test-time selection
arXiv cs.AI
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4d ago
AttentionSwitch: jailbreak defense for LLMs via joint learning of sparse attention-head selection and scaling
arXiv cs.AI
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4d ago
Auditing LLM content moderation of reclaimed slur usage as Perspective API is deprecated; four general-purpose LLMs and four moderation-specific models tested
arXiv cs.CL
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4d ago
AVCORP: identifying and resisting deception via communication theory and theory of mind
arXiv cs.AI
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4d ago
AYO: A Safe and Privacy-Preserving Platform for Studying Children's Interaction with LLMs
arXiv cs.AI
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4d ago
Beyond the Prompt: leveraging pre-decoding states for jailbreaker detection in dLLMs
arXiv cs.CL
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4d ago
BIBIMBAP: a benchmark for instruction-based BIM editing using text-to-BIM tasks across CRUD operations
arXiv cs.CL
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4d ago
BiMuon: a geometry-aware stochastic bilevel optimization approach
arXiv cs.LG
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4d ago
BO-Arena: An evolving benchmark for high-dimensional Bayesian optimisation
arXiv cs.LG
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4d ago
Cancellation is not enough: retries can prevent recovery after transient overload in an LLM engine, tests show using vLLM with open models and scheduler traces
arXiv cs.AI
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4d ago
Causal Discovery Bench: can LLMs autonomously conduct effective experiments?
arXiv cs.LG
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4d ago
ChainFlow: Few-Step Latent Flow Matching for Speculative Decoding
arXiv cs.AI
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4d ago
Coding or cheating? An investigation of frontier coding LLMs
arXiv cs.CL
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4d ago
Compact Greek language models from scratch: LexisLM-1B and LexisLM-500M decoder-only transformers pretrained on 22B tokens
arXiv cs.CL
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4d ago
Conformal fair decoding for large language model recommenders
arXiv cs.AI
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4d ago
Control-theoretic framework links fast action loop with slow deployment loop to maintain long-horizon trajectories and deployments.
arXiv cs.AI
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4d ago
Coordinated mixed-precision KV cache quantization for efficient LLM-based multi-agent systems
arXiv cs.LG
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4d ago
CoRA-Bench evaluates evidence preservation by context selectors under shared token budgets.
arXiv cs.AI
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4d ago
CulturalCrosswords: a multilingual benchmark testing how answer constraints affect LLMs solving cultural riddles across 53 crosswords in 42 languages
arXiv cs.CL
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4d ago
Debate-to-deceive: poisoning LLM fact-checking via game-theoretic multi-agent debate
arXiv cs.AI
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4d ago
DisMUSE: an efficient distributed singular-spectrum-based optimization approach with theoretical convergence guarantee
arXiv cs.LG
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4d ago
Divergence-guided reliability-aware fusion and adaptive LLM prompting for conversational emotion recognition
arXiv cs.AI
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4d ago
Do large language models rank moral values? A transitivity test of moral competence
arXiv cs.AI
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4d ago
Don't blame the preferences: examining the emergence of sycophancy in LLM training
arXiv cs.AI
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4d ago
DramaGrow: a regime-aware benchmark for auditing LLM judges of multi-episode drama
arXiv cs.CL
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4d ago
Enhancing academic advisement with case-based reasoning
arXiv cs.AI
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4d ago
Ensemble routing for prompt-adaptive cost-aware LLM inference; introduces PISA for prompt-adaptive, cost-aware routing and PISA-E for ensemble routing.
arXiv cs.AI
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4d ago
Evaluating constructional calque in multilingual LLMs using CALQUE
arXiv cs.CL
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4d ago
Fast accurate quantum Monte Carlo without Metropolis adjustment
arXiv cs.LG
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4d ago
FedLoVA: value-only aggregation for federated LoRA fine-tuning of large language models
arXiv cs.LG
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4d ago
FEROM: Frontier Endogenous Reveal-Order Marginal Policy Optimization for Masked Diffusion LMs
arXiv cs.CL
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4d ago
fNIRSAtlas: a large-scale benchmark for functional near-infrared spectroscopy classification
arXiv cs.LG
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4d ago
Fresh Enough to Decide: Age of Intelligence for Cost-Aware Model Synchronization in Dynamic IoT Systems
arXiv cs.LG
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4d ago
Generative active learning for label-efficient pan-organ ultrasound diagnosis
arXiv cs.AI
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4d ago
Homeopathic learning: poisoned fine-tuning data can enable a hidden backdoor when clean data is added
arXiv cs.AI
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Nov 9
4d ago
BAIR researchers present at CoRL 2026; schedule includes early career keynote by Negar Mehr
BAIR (Berkeley)
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