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Research
Jul 23
Jul 23, 2026
LAARA: Layer-Aware Adaptive Rank Allocation for parameter-efficient fine-tuning
arXiv cs.LG
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Jul 23, 2026
Language-specific versus cross-lingual knowledge graphs for implicit aspect identification in Arabic: a comparative study of reasoning and adaptation strategies
arXiv cs.CL
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Jul 23, 2026
Latency-aware LLM query routing for dynamic workloads improves by considering generation latency alongside accuracy and cost
arXiv cs.AI
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Jul 23, 2026
Learning the Arabic dialect continuum as a continuous space: a regression approach to speaker origin prediction
arXiv cs.CL
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Jul 23, 2026
Lightweight system for person–place relation extraction in historical newspapers using dependency graphs and proximity features
arXiv cs.CL
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Jul 23, 2026
LISA: Linear-Indexed Sparse Attention for efficient long-context reasoning
arXiv cs.AI
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Jul 23, 2026
LLMs update memory through shared latent structures rather than isolated facts, supporting the lifted representation hypothesis
arXiv cs.AI
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Jul 23, 2026
Memory Merge DQN: sensitivity weighted target updates for stable value learning
arXiv cs.LG
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Jul 23, 2026
MILP-Evo enables closed-loop, fully automatic design of MILP solvers
arXiv cs.AI
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Jul 23, 2026
Mitigating scaffolding collapse in Socratic tutors via representation alignment
arXiv cs.AI
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Jul 23, 2026
Multi-dimensional evaluation of explainability in media bias detection using the BABE dataset
arXiv cs.CL
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Jul 23, 2026
MUX: continuous reasoning via multiplexed tokens
arXiv cs.AI
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Jul 23, 2026
Native multi-dimensional subquadratic operators via input dependent long convolutions
arXiv cs.LG
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Jul 23, 2026
Neural operator surrogates for two-dimensional neutron flux estimation.
arXiv cs.LG
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Jul 23, 2026
NEXUS: Structured runtime safety for tool-using LLM agents
arXiv cs.AI
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Jul 23, 2026
NMR elucidation treated as an agentic search problem; an autonomous agent using a frozen LLM matches graduate-level chemistry students in structure determination
arXiv cs.LG
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Jul 23, 2026
On the computational complexity of structural generalization
arXiv cs.CL
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Jul 23, 2026
OpenEvoShield: Dual non-stationary continual defense for open-world multi-agent system attacks
arXiv cs.AI
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Jul 23, 2026
Orthogonalized read improves noisy associative recall in mLSTM memory by reconditioning the learning problem during training plateau (arXiv:2607.19390)
arXiv cs.LG
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Jul 23, 2026
PEARL: solver-in-the-loop interactive optimization modeling from natural language
arXiv cs.AI
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Jul 23, 2026
Phionyx introduces a deterministic AI runtime architecture with structured state management and governance-first state evolution; LLM outputs are treated as noisy sensor measurements rather than decisions.
arXiv cs.AI
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Jul 23, 2026
Pipeline choices dominate autointerpretability score variance in sparse autoencoder evaluations
arXiv cs.LG
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Jul 23, 2026
Predicting groundwater arsenic concentrations using graph neural networks
arXiv cs.LG
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Jul 23, 2026
Predictive single cell foundation model for gene regulation and aging with privacy-preserving tabular learning
arXiv cs.LG
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Jul 23, 2026
Probabilistic concept-aware steering for trustworthy LLM inference
arXiv cs.AI
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Jul 23, 2026
ProbSPARQL: querying knowledge graphs with multi-dimensional, uncertain numeric data
arXiv cs.AI
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Jul 23, 2026
Reasoning narrows the move: diversity collapse in LLM game play
arXiv cs.CL
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Jul 23, 2026
Recovering clinical utility under differential privacy: empirical validation of adaptive federated aggregation on heterogeneous cardiovascular datasets
arXiv cs.LG
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Jul 23, 2026
Reference-free evaluation of reasoning in open-ended question answering reveals a reasoning-based auditing framework that decomposes reasoning traces into segments and labels premise-target relations with natural language inference.
arXiv cs.CL
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Jul 23, 2026
Reliability-aware distillation can harm some samples in low-resource Bangla summarization; standard knowledge distillation yields negligible ROUGE-L gains on BanSum Bangla
arXiv cs.CL
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Jul 23, 2026
Reproducing Recurrent Transformers: The CoTFormer
arXiv cs.LG
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Jul 23, 2026
Reward-aware population scaling of evolutionary strategies in LLM fine-tuning
arXiv cs.LG
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Jul 23, 2026
Rubric-oriented document set selection and ranking for retrieval beyond relevance-centric methods
arXiv cs.CL
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Jul 23, 2026
SAAG: Structured Agent Assessment and Grounding
arXiv cs.AI
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Jul 23, 2026
Scale-aware learning of chaotic dynamics on unstructured meshes via binned spectral losses
arXiv cs.LG
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Jul 23, 2026
Scaling laws for hypernetwork-based knowledge injection in large language models
arXiv cs.CL
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Jul 23, 2026
Semantic cooperative games for contribution attribution in LLM-based multi-agent systems
arXiv cs.AI
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Jul 23, 2026
Sentence Splitter uncovers latent factual structure of sentences with a T5-based self-supervised framework for identifying semantic head-tail boundaries
arXiv cs.CL
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Jul 23, 2026
Spectral-LSH: sub-quadratic prompt compression via Krylov-projected locality-sensitive hashing
arXiv cs.AI
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Jul 23, 2026
State compression in two-agent LLM relays preserves constraints in a closed-world travel-planning relay, a study of hand-off compression effects
arXiv cs.AI
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