Entities · Models
LLMs
85 articles tagged with this entity.
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Breaking Database Lock-in: Agentic Regeneration of High Performance Storage Readers for Database Bypass
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Deployment Risk Assessment Using Diff-Aware Features: A Case Study at Prime Video
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BEVLM: Distilling Semantic Knowledge from LLMs into Bird's-Eye View Representations
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The agent creates, we validate: A Lightweight Framework for Agentic Artifact Generation
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TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking
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LLM-Based Test Oracles: Source-of-Authority Taxonomy -- A Systematic Literature Review
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DRIFTLENS: Measuring Memory-Induced Reasoning Drift in Personalized Language Models
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MSQA: A Natively Sourced Multilingual and Multicultural SimpleQA Benchmark
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Readable but Not Controllable: Neuron-Level Evidence for Medical LLM Hallucination
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FED-FSTQ: Fisher-Guided Token Quantization for Communication-Efficient Federated Fine-Tuning of LLMs on Edge Devices
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The Consistency Dilemma in LLMs: Generator-Evaluator Agreement and Vulnerability to Mistakes
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BayesBench: Evaluating LLM Belief Trajectories Under Multi-Turn Evidence Accumulation
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Security--Fidelity Tradeoffs: The Hidden Cost of Prompt Injection Defense
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Evidence-Informed LLM Beliefs for Continual Scientific Discovery
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The CRISTAL Method: Neurosymbolic analysis from AI-synthesized world models
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PRISON: Unmasking the Criminal Potential of Large Language Models
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When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search
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SHIFT: Gate-Modulated Activation Steering for Knowledge Conflict Mitigation in Retrieval-Augmented Generation
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Application of LLMs to Threat Assessment of Foreign Peacekeeping Missions
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Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMs
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Can Large Language Models Reliably Code Qualitative Humanitarian Data? A Benchmark Study Against Human Expert Adjudication
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The 4/$\delta$ Bound: Designing Predictable LLM-Verifier Systems for Formal Method Guarantee
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The Warrant Gap: Claim-Conditioned Re-scoring for Fact-Checking
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AI Fiction in the Wild
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CombEval: A Framework for Evaluating Combinatorial Counting in Large Language Models
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Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language
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Speaker Verification with Speech-Aware LLMs: Evaluation and Augmentation
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Beyond Tokenization: Direct Timestep Embedding and Contrastive Alignment for Time-Series Question Answering
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Enhancing CVRP Solver through LLM-driven Automatic Heuristic Design
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Visored: A Controlled-Natural-Language Prover for LLM-Generated Mathematics
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StarOR: Synergizing Tree Search and Test-Time Reinforcement Learning for Optimization Modeling
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LLM Jaggedness Unlocks Scientific Creativity
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Not What, But How: A Framework for Auditing LLM Responses across Positioning, Generalization, Anthropomorphism, and Maxims
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ChildGuard: A Specialized Dataset for Combatting Child-Targeted Hate Speech
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Simplifying the Modeling of Arbitrary Conditionals in Natural Language
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When Do We Need LLMs? A Diagnostic for Language-Driven Bandits
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Closing the Reflection Gap: A Free Calibration Bonus for Agentic RL
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From Passive Generation to Investigation: A Proactive Scientific Peer Review Agent
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When Similar Means Different: Evaluating LLMs on Arabic--Hebrew Cognates
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Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings
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HalluJudge: A Reference-Free Hallucination Detection for Context Misalignment in Code Review Automation
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AfriSUD: A Dependency Treebank Collection for Evaluating Models on African Languages
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It Takes One to Bias Them All: Breaking Bad with One-Shot GRPO
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REAL: A Reasoning-Enhanced Graph Framework for Long-Term Memory Management of LLMs
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Does Reasoning Preserve Alignment? On the Trustworthiness of Large Reasoning Models
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Recoverable but Not Stationary:Local Linear Structures in Weights and Activations
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A Comprehensive Survey of Direct Preference Optimization: Datasets, Theories, Variants, and Applications
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ERAlign: Energy-based Representation Alignment of GNNs and LLMs on Text-attributed Graphs
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Learning Evidence Highlighting for Frozen LLMs
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CIAware-Bench: Benchmarking Control Intervention Awareness Across Frontier LLMs
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An LLM-Native Psychometric Instrument Does Not Predict LLM Behavior: Evidence Across 25 Models
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GhazalBench: Evaluating LLM Understanding and Canonical Surface-Form Access in Persian Ghazals
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GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation
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PRISM: Recovering Instruction Sets from Language Model Activations
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TheoremBench: Evaluating LLMs on Theorem Proving in Formal Mathematics
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Distilling Safe LLM Systems via Soft Prompts for On Device Settings
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Diagnosing Multi-step Reasoning Failures in Black-box LLMs via Stepwise Confidence Attribution
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Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning
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"I understand your perspective": LLM Persuasion and Sycophancy through the Lens of Communicative Action Theory
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MC-PDD: Masked Corpus-Level Pretraining Data Detection for Black-Box Large Language Models
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SafeRun: Enabling Determinism in LLM Planning for Running
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SEEK: Steering LLM Reasoning for RAG via Internal Reasoning Sketches
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Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese
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Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study
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SHALA-LLM: Smartly Handling Ambiguous Labels in Aligning LLMs
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EURO-5K: When Does Domain Pretraining Matter? Benchmarking Transformers for EU Reporting Obligation Extraction
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ACON: Optimizing Context Compression for Long-horizon LLM Agents
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Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding
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MedCase-Structured: A Text-to-FHIR Dataset for Benchmarking Diagnostic Reasoning in Clinically Realistic EHR Settings
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EvoMD-LLM: Learning the Language of Species Evolution in Reactive Molecular Dynamics
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MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs
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DynaGraph: Lightweight Multi-Model Interaction Framework via Dynamic Topological Reconfiguration
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Encoder-Free Human Motion Understanding via Structured Motion Descriptions
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Long Live The Balance: Information Bottleneck Driven Tree-based Policy Optimization
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Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards
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The Point, the Vision and the Text: Does Point Cloud Boost Spatial Reasoning of Large Language Models? A Bias-Controlled Study
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Dense2MoE: Pushing the Pareto Frontier of On-Device LLMs via Unified Pruning and Upcycling
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Cordyceps: Covert Control Attacks on LLMs via Data Poisoning
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Diverse reasoning traces teach LLMs to make better decisions
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Step-TP: A Grounded, Step-Level Dataset with Chain-of-Thought Reasoning for LLM-Guided Tensor Program Optimization
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Testing the Deliteralization Hypothesis in Human and Machine Translation
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Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform
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Automated Benchmark Auditing for AI Agents and Large Language Models
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LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy
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FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization