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Paper archive page 49

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WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors
arxiv-2605.10434 Sparse Blocked context only

May 11, 2026
SleepWalk: A Three-Tier Benchmark for Stress-Testing Instruction-Guided Vision-Language Navigation
arxiv-2605.10376 Sparse Blocked context only

May 11, 2026
Agent-ValueBench: A Comprehensive Benchmark for Evaluating Agent Values
arxiv-2605.10365 Sparse Blocked context only

May 11, 2026
TMAS: Scaling Test-Time Compute via Multi-Agent Synergy
arxiv-2605.10344 Sparse Blocked context only

May 11, 2026
PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents
arxiv-2605.10341 Direct Blocked context only

May 11, 2026
MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading
arxiv-2605.10268 Sparse Blocked context only

May 11, 2026
IndustryBench: Probing the Industrial Knowledge Boundaries of LLMs
arxiv-2605.10267 Sparse Blocked context only

May 11, 2026
Unsupervised Process Reward Models
arxiv-2605.10158 Sparse Blocked context only

May 11, 2026
Personalizing LLMs with Binary Feedback: A Preference-Corrected Optimization Framework
arxiv-2605.10043 Sparse Blocked context only

May 11, 2026
PlantMarkerBench: A Multi-Species Benchmark for Evidence-Grounded Plant Marker Reasoning
arxiv-2605.10032 Sparse Blocked context only

May 11, 2026
Continual Harness: Online Adaptation for Self-Improving Foundation Agents
arxiv-2605.09998 Direct Blocked context only

May 11, 2026
Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization
arxiv-2605.09996 Sparse Blocked context only

May 11, 2026
Merlin: Deterministic Byte-Exact Deduplication for Lossless Context Optimization in Large Language Model Inference
arxiv-2605.09990 Sparse Blocked context only

May 11, 2026
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution
arxiv-2605.09942 Sparse Blocked context only

May 11, 2026
Urban-ImageNet: A Large-Scale Multi-Modal Dataset and Evaluation Framework for Urban Space Perception
arxiv-2605.09936 Direct Blocked context only

May 11, 2026
FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning
arxiv-2605.09932 Sparse Blocked context only

May 11, 2026
Key-Value Means
arxiv-2605.09877 Direct Blocked context only

May 11, 2026
The Metacognitive Probe: Five Behavioural Calibration Diagnostics for LLMs
arxiv-2605.09844 Sparse Blocked context only

May 11, 2026
Dystruct: Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference
arxiv-2605.09820 Sparse Blocked context only

May 10, 2026
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models
arxiv-2605.09806 Sparse Blocked context only

May 10, 2026
EvoPref: Multi-Objective Evolutionary Optimization Discovers Diverse LLM Alignments Beyond Gradient Descent
arxiv-2605.09777 Sparse Blocked context only

May 10, 2026
Learning Multi-Indicator Weights for Data Selection: A Joint Task-Model Adaptation Framework with Efficient Proxies
arxiv-2605.09665 Sparse Blocked context only

May 10, 2026
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
arxiv-2605.09635 Sparse Blocked context only

May 10, 2026
Statistical Scouting Finds Debate-Safe but Not Debate-Useful Cases: A Matched-Ceiling Study of Open-Weight LLM Reasoning Protocols
arxiv-2605.09618 Sparse Blocked context only

May 10, 2026
Edit-Based Refinement for Parallel Masked Diffusion Language Models
arxiv-2605.09603 Sparse Blocked context only

May 10, 2026
Crosslingual On-Policy Self-Distillation for Multilingual Reasoning
arxiv-2605.09548 Sparse Blocked context only

May 10, 2026
MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents
arxiv-2605.09530 Curated Related Blocked context only

May 10, 2026
Not All Thoughts Need HBM: Semantics-Aware Memory Hierarchy for LLM Reasoning
arxiv-2605.09490 Sparse Blocked context only

May 10, 2026
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning
arxiv-2605.09423 Sparse Blocked context only

May 10, 2026
RuPLaR : Efficient Latent Compression of LLM Reasoning Chains with Rule-Based Priors From Multi-Step to One-Step
arxiv-2605.09346 Sparse Blocked context only

May 10, 2026
DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification
arxiv-2605.09269 Sparse Blocked context only

May 10, 2026
SeePhys Pro: Diagnosing Modality Transfer and Blind-Training Effects in Multimodal RLVR for Physics Reasoning
arxiv-2605.09266 Sparse Blocked context only

May 10, 2026
Reinforcing Multimodal Reasoning Against Visual Degradation
arxiv-2605.09262 Sparse Blocked context only

May 10, 2026
LLM Agents Already Know When to Call Tools -- Even Without Reasoning
arxiv-2605.09252 Sparse Blocked context only

May 10, 2026
RigidFormer: Learning Rigid Dynamics using Transformers
arxiv-2605.09196 Sparse Blocked context only

May 9, 2026
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments
arxiv-2605.09131 Sparse Blocked context only

May 9, 2026
LLaVA-UHD v4: What Makes Efficient Visual Encoding in MLLMs?
arxiv-2605.08985 Sparse Blocked context only

May 9, 2026
Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization
arxiv-2605.08978 Direct Blocked context only

May 9, 2026
SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training
arxiv-2605.08738 Sparse Blocked context only

May 9, 2026
The Extrapolation Cliff in On-Policy Distillation of Near-Deterministic Structured Outputs
arxiv-2605.08737 Sparse Blocked context only

May 9, 2026
AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
arxiv-2605.08715 Sparse Blocked context only

May 9, 2026
RewardHarness: Self-Evolving Agentic Post-Training
arxiv-2605.08703 Direct Blocked context only

May 9, 2026
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
arxiv-2605.08678 Sparse Blocked context only

May 9, 2026
PAAC: Privacy-Aware Agentic Device-Cloud Collaboration
arxiv-2605.08646 Sparse Blocked context only

May 9, 2026
Large Language Models over Networks: Collaborative Intelligence under Resource Constraints
arxiv-2605.08626 Sparse Blocked context only

May 9, 2026
Source or It Didn't Happen: A Multi-Agent Framework for Citation Hallucination Detection
arxiv-2605.08583 Sparse Blocked context only

May 9, 2026
A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Models
arxiv-2605.08513 Sparse Blocked context only

May 8, 2026
A Single Layer to Explain Them All:Understanding Massive Activations in Large Language Models
arxiv-2605.08504 Sparse Blocked context only

May 8, 2026
Mid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models
arxiv-2605.08472 Sparse Blocked context only

May 8, 2026
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling
arxiv-2605.08083 Sparse Blocked context only

May 8, 2026
Flow-OPD: On-Policy Distillation for Flow Matching Models
arxiv-2605.08063 Direct Blocked context only

May 8, 2026
Rubric-Grounded RL: Structured Judge Rewards for Generalizable Reasoning
arxiv-2605.08061 Sparse Blocked context only

May 8, 2026
CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation
arxiv-2605.08057 Sparse Blocked context only

May 8, 2026
Fast Byte Latent Transformer
arxiv-2605.08044 Sparse Blocked context only

May 8, 2026
STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation
arxiv-2605.08029 Sparse Blocked context only

May 8, 2026
Tool Calling is Linearly Readable and Steerable in Language Models
arxiv-2605.07990 Sparse Blocked context only

May 8, 2026
Ask Early, Ask Late, Ask Right: When Does Clarification Timing Matter for Long-Horizon Agents?
arxiv-2605.07937 Sparse Blocked context only

May 8, 2026
Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation
arxiv-2605.07924 Sparse Blocked context only

May 8, 2026
Beyond "I cannot fulfill this request": Alleviating Rigid Rejection in LLMs via Label Enhancement
arxiv-2605.07883 Sparse Blocked context only

May 8, 2026
KL for a KL: On-Policy Distillation with Control Variate Baseline
arxiv-2605.07865 Sparse Blocked context only

May 8, 2026
Measuring and Mitigating the Distributional Gap Between Real and Simulated User Behaviors
arxiv-2605.07847 Sparse Blocked context only

May 8, 2026
Anisotropic Modality Align
arxiv-2605.07825 Sparse Blocked context only

May 8, 2026
GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning
arxiv-2605.07817 Sparse Blocked context only

May 8, 2026
CktFormalizer: Autoformalization of Natural Language into Circuit Representations
arxiv-2605.07782 Sparse Blocked context only

May 8, 2026
Tracing Uncertainty in Language Model "Reasoning"
arxiv-2605.07776 Sparse Blocked context only

May 8, 2026
TextLDM: Language Modeling with Continuous Latent Diffusion
arxiv-2605.07748 Sparse Blocked context only

May 8, 2026
Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs
arxiv-2605.07731 Sparse Blocked context only

May 8, 2026
SOD: Step-wise On-policy Distillation for Small Language Model Agents
arxiv-2605.07725 Sparse Blocked context only

May 8, 2026
Memory-Efficient Looped Transformer: Decoupling Compute from Memory in Looped Language Models
arxiv-2605.07721 Sparse Blocked context only

May 8, 2026
Not All Tokens Learn Alike: Attention Entropy Reveals Heterogeneous Signals in RL Reasoning
arxiv-2605.07660 Sparse Blocked context only

May 8, 2026
Reliable Chain-of-Thought via Prefix Consistency
arxiv-2605.07654 Sparse Blocked context only

May 8, 2026
Quality-Conditioned Agreement in Automated Short Answer Scoring: Mid-Range Degradation and the Impact of Task-Specific Adaptation
arxiv-2605.07647 Sparse Blocked context only

May 8, 2026
Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation
arxiv-2605.07613 Curated Related Blocked context only

May 8, 2026
Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators
arxiv-2605.07600 Sparse Blocked context only

May 8, 2026
Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor's Internal States
arxiv-2605.07579 Sparse Blocked context only

May 8, 2026
Tracing the Arrow of Time: Diagnosing Temporal Information Flow in Video-LLMs
arxiv-2605.07568 Sparse Blocked context only

May 8, 2026
ExpThink: Experience-Guided Reinforcement Learning for Adaptive Chain-of-Thought Compression
arxiv-2605.07501 Sparse Blocked context only

May 8, 2026
The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment
arxiv-2605.07462 Sparse Blocked context only

May 8, 2026
Think-with-Rubrics: From External Evaluator to Internal Reasoning Guidance
arxiv-2605.07461 Sparse Blocked context only

May 8, 2026
Sparse Autoencoders as Plug-and-Play Firewalls for Adversarial Attack Detection in VLMs
arxiv-2605.07447 Sparse Blocked context only

May 8, 2026
ChartREG++: Towards Benchmarking and Improving Chart Referring Expression Grounding under Diverse referring clues and Multi-Target Referring
arxiv-2605.07415 Sparse Blocked context only

May 8, 2026
Unsolvability Ceiling in Multi-LLM Routing: An Empirical Study of Evaluation Artifacts
arxiv-2605.07395 Sparse Blocked context only

May 8, 2026
BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning
arxiv-2605.07394 Sparse Blocked context only

May 8, 2026
Gradient-Based LoRA Rank Allocation Under GRPO: An Empirical Study
arxiv-2605.07366 Sparse Blocked context only

May 8, 2026
MISA: Mixture of Indexer Sparse Attention for Long-Context LLM Inference
arxiv-2605.07363 Sparse Blocked context only

May 8, 2026
LaTER: Efficient Test-Time Reasoning via Latent Exploration and Explicit Verification
arxiv-2605.07315 Sparse Blocked context only

May 8, 2026
PaT: Planning-after-Trial for Efficient Test-Time Code Generation
arxiv-2605.07248 Sparse Blocked context only

May 8, 2026
Teaching Language Models to Think in Code
arxiv-2605.07237 Sparse Blocked context only

May 8, 2026
DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models
arxiv-2605.07210 Sparse Blocked context only

May 8, 2026
Beyond Reasoning: Reinforcement Learning Unlocks Parametric Knowledge in LLMs
arxiv-2605.07153 Sparse Blocked context only

May 8, 2026
Structural Rationale Distillation via Reasoning Space Compression
arxiv-2605.07139 Sparse Blocked context only

May 8, 2026
Region4Web: Rethinking Observation Space Granularity for Web Agents
arxiv-2605.07134 Sparse Blocked context only

May 8, 2026
The Position Curse: LLMs Struggle to Locate the Last Few Items in a List
arxiv-2605.07127 Sparse Blocked context only

May 8, 2026
ModelLens: Finding the Best for Your Task from Myriads of Models
arxiv-2605.07075 Sparse Blocked context only

May 8, 2026
PACEvolve++: Improving Test-time Learning for Evolutionary Search Agents
arxiv-2605.07039 Sparse Blocked context only

May 7, 2026
A$^2$RD: Agentic Autoregressive Diffusion for Long Video Consistency
arxiv-2605.06924 Sparse Blocked context only

May 7, 2026
Conformal Agent Error Attribution
arxiv-2605.06788 Sparse Blocked context only

May 7, 2026
UniPool: A Globally Shared Expert Pool for Mixture-of-Experts
arxiv-2605.06665 Sparse Blocked context only

May 7, 2026
EMO: Pretraining Mixture of Experts for Emergent Modularity
arxiv-2605.06663 Sparse Blocked context only

May 7, 2026
Beyond Negative Rollouts: Positive-Only Policy Optimization with Implicit Negative Gradients
arxiv-2605.06650 Sparse Blocked context only

May 7, 2026
StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
arxiv-2605.06642 Sparse Blocked context only

May 7, 2026
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
arxiv-2605.06643 Sparse Blocked context only

May 7, 2026
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
arxiv-2605.06638 Sparse Blocked context only

May 7, 2026
Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents
arxiv-2605.06635 Sparse Blocked context only

May 7, 2026
UniSD: Towards a Unified Self-Distillation Framework for Large Language Models
arxiv-2605.06597 Direct Blocked context only

May 7, 2026
Long Context Pre-Training with Lighthouse Attention
arxiv-2605.06554 Sparse Blocked context only

May 7, 2026
Continuous Latent Diffusion Language Model
arxiv-2605.06548 Sparse Blocked context only

May 7, 2026
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
arxiv-2605.06527 Sparse Blocked context only

May 7, 2026
Cubit: Token Mixer with Kernel Ridge Regression
arxiv-2605.06501 Sparse Blocked context only

May 7, 2026
PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors
arxiv-2605.06455 Sparse Blocked context only

May 7, 2026
HumanNet: Scaling Human-centric Video Learning to One Million Hours
arxiv-2605.06747 Direct Blocked context only

May 7, 2026
Don't Lose Focus: Activation Steering via Key-Orthogonal Projections
arxiv-2605.06342 Sparse Blocked context only

May 7, 2026
MANTRA: Synthesizing SMT-Validated Compliance Benchmarks for Tool-Using LLM Agents
arxiv-2605.06334 Sparse Blocked context only

May 7, 2026
Measuring Evaluation-Context Divergence in Open-Weight LLMs: A Paired-Prompt Protocol with Pilot Evidence of Alignment-Pipeline-Specific Heterogeneity
arxiv-2605.06327 Sparse Blocked context only

May 7, 2026
Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning
arxiv-2605.06326 Sparse Blocked context only

May 7, 2026
Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs
arxiv-2605.06320 Sparse Blocked context only

May 7, 2026
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
arxiv-2605.06285 Sparse Blocked context only

May 7, 2026
Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning
arxiv-2605.06241 Sparse Blocked context only

May 7, 2026
ProCompNav: Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries
arxiv-2605.06223 Sparse Blocked context only

May 7, 2026
Federation of Experts: Communication Efficient Distributed Inference for Large Language Models
arxiv-2605.06206 Sparse Blocked context only

May 7, 2026
A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping
arxiv-2605.06200 Sparse Blocked context only

May 7, 2026
The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models
arxiv-2605.06196 Sparse Blocked context only

May 7, 2026
Rethinking Adapter Placement: A Dominant Adaptation Module Perspective
arxiv-2605.06183 Curated Related Blocked context only

May 7, 2026
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
arxiv-2605.06139 Sparse Blocked context only

May 7, 2026
MemReranker: Reasoning-Aware Reranking for Agent Memory Retrieval
arxiv-2605.06132 Sparse Blocked context only

May 7, 2026
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
arxiv-2605.06130 Direct Blocked context only

May 7, 2026
Shallow Prefill, Deep Decoding: Efficient Long-Context Inference via Layer-Asymmetric KV Visibility
arxiv-2605.06105 Sparse Blocked context only

May 7, 2026
Milestone-Guided Policy Learning for Long-Horizon Language Agents
arxiv-2605.06078 Direct Blocked context only

May 7, 2026
Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning
arxiv-2605.06040 Sparse Blocked context only

May 7, 2026
From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking Evidence
arxiv-2605.06006 Sparse Blocked context only

May 7, 2026
4DThinker: Thinking with 4D Imagery for Dynamic Spatial Understanding
arxiv-2605.05997 Sparse Blocked context only

May 7, 2026
Safety Anchor: Defending Harmful Fine-tuning via Geometric Bottlenecks
arxiv-2605.05995 Sparse Blocked context only

May 7, 2026
Think, then Score: Decoupled Reasoning and Scoring for Video Reward Modeling
arxiv-2605.05922 Sparse Blocked context only

May 7, 2026
Training-Free Dense Hand Contact Estimation with Multi-Modal Large Language Models
arxiv-2605.05886 Sparse Blocked context only

May 7, 2026
Retrieval from Within: An Intrinsic Capability of Attention-Based Models
arxiv-2605.05806 Sparse Blocked context only

May 7, 2026
X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction
arxiv-2605.05765 Direct Blocked context only

May 7, 2026
BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models
arxiv-2605.05758 Sparse Blocked context only

May 7, 2026
RVPO: Risk-Sensitive Alignment via Variance Regularization
arxiv-2605.05750 Sparse Blocked context only

May 7, 2026
SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents
arxiv-2605.05726 Direct Blocked context only

May 7, 2026
Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes
arxiv-2605.05724 Sparse Blocked context only

May 7, 2026
More Is Not Always Better: Cross-Component Interference in LLM Agent Scaffolding
arxiv-2605.05716 Sparse Blocked context only

May 7, 2026
Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes
arxiv-2605.05715 Sparse Blocked context only

May 7, 2026
SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety
arxiv-2605.05704 Sparse Blocked context only

May 7, 2026
XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity
arxiv-2605.05662 Sparse Blocked context only

May 7, 2026
From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
arxiv-2605.06716 Sparse Blocked context only

May 7, 2026
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue
arxiv-2605.05630 Sparse Blocked context only

May 7, 2026
The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation
arxiv-2605.05594 Sparse Blocked context only

May 7, 2026
Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration
arxiv-2605.05566 Sparse Blocked context only

May 7, 2026
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL
arxiv-2607.16204 Sparse Blocked context only

May 7, 2026
ZAYA1-8B Technical Report
arxiv-2605.05365 Sparse Blocked context only

May 6, 2026
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models
arxiv-2605.05204 Direct Blocked context only

May 6, 2026
The First Token Knows: Single-Decode Confidence for Hallucination Detection
arxiv-2605.05166 Sparse Blocked context only

May 6, 2026
Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction
arxiv-2605.05121 Sparse Blocked context only

May 6, 2026
Automatically Finding and Validating Unexpected Side-Effects of Interventions on Language Models
arxiv-2605.05090 Sparse Blocked context only

May 6, 2026
When Relations Break: Analyzing Relation Hallucination in Vision-Language Model Under Rotation and Noise
arxiv-2605.05045 Sparse Blocked context only

May 6, 2026
Why Expert Alignment Is Hard: Evidence from Subjective Evaluation
arxiv-2605.04972 Sparse Blocked context only

May 6, 2026
UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic Reasoning
arxiv-2605.04941 Sparse Blocked context only

May 6, 2026
Rethinking Local Learning: A Cheaper and Faster Recipe for LLM Post-Training
arxiv-2605.04913 Sparse Blocked context only

May 6, 2026
Storage Is Not Memory: A Retrieval-Centered Architecture for Agent Recall
arxiv-2605.04897 Direct Blocked context only

May 6, 2026
Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models
arxiv-2605.04874 Sparse Blocked context only

May 6, 2026
Assessing Cognitive Effort in L2 Idiomatic Processing: An Eye-Tracking Dataset
arxiv-2605.04857 Sparse Blocked context only

May 6, 2026
Elicitation Matters: How Prompts and Query Protocols Shape LLM Surrogates under Sparse Observations
arxiv-2605.04764 Sparse Blocked context only

May 6, 2026
Gyan: An Explainable Neuro-Symbolic Language Model
arxiv-2605.04759 Sparse Blocked context only

May 6, 2026
Every Step Counts: Step-Level Credit Assignment for Tool-Integrated Text-to-SQL
arxiv-2605.04719 Sparse Blocked context only

May 6, 2026
Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization
arxiv-2605.04700 Sparse Blocked context only

May 6, 2026
ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving
arxiv-2605.04647 Sparse Blocked context only

May 6, 2026
Graph-Augmented LLMs for Swiss MP Ideology Prediction
arxiv-2605.04643 Sparse Blocked context only

May 6, 2026
Open-Source Image Editing Models Are Zero-Shot Vision Learners
arxiv-2605.04566 Sparse Blocked context only

May 6, 2026
UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding
arxiv-2605.04543 Sparse Blocked context only

May 6, 2026
RLearner-LLM: Balancing Logical Grounding and Fluency in Large Language Models via Hybrid Direct Preference Optimization
arxiv-2605.04539 Sparse Blocked context only

May 6, 2026
Distilling Bayesian Belief States into Language Models for Auditable Negotiation
arxiv-2605.04507 Sparse Blocked context only

May 6, 2026
GEM: Graph-Enhanced Mixture-of-Experts with ReAct Agents for Dialogue State Tracking
arxiv-2605.04449 Sparse Blocked context only

May 6, 2026
Budgeted LoRA: Distillation as Structured Compute Allocation for Efficient Inference
arxiv-2605.04341 Curated Related Blocked context only

May 5, 2026
Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning
arxiv-2605.04304 Sparse Blocked context only

May 5, 2026
Material Database Agent: A Multimodal Agentic Framework for Scientific Literature Mining
arxiv-2605.04278 Sparse Blocked context only

May 5, 2026
Audio-Visual Intelligence in Large Foundation Models
arxiv-2605.04045 Sparse Blocked context only

May 5, 2026
Safety and accuracy follow different scaling laws in clinical large language models
arxiv-2605.04039 Sparse Blocked context only

May 5, 2026
OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories
arxiv-2605.04036 Direct Blocked context only

May 5, 2026
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
arxiv-2605.04018 Sparse Blocked context only

May 5, 2026
Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation
arxiv-2605.04128 Sparse Blocked context only

May 5, 2026
Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards
arxiv-2605.03862 Sparse Blocked context only

May 5, 2026
MCJudgeBench: A Benchmark for Constraint-Level Judge Evaluation in Multi-Constraint Instruction Following
arxiv-2605.03858 Sparse Blocked context only

May 5, 2026
Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation
arxiv-2605.03849 Sparse Blocked context only

May 5, 2026
Natural Language Processing: A Comprehensive Practical Guide from Tokenisation to RLHF
arxiv-2605.03799 Sparse Blocked context only

May 5, 2026
SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification
arxiv-2605.03701 Sparse Blocked context only

May 5, 2026
CASCADE: Case-Based Continual Adaptation for Large Language Models During Deployment
arxiv-2605.06702 Sparse Blocked context only

May 5, 2026
BIT.UA-AAUBS at ArchEHR-QA 2026: Evaluating Open-Source and Proprietary LLMs via Prompting in Low-Resource QA
arxiv-2605.03618 Sparse Blocked context only

May 5, 2026
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
arxiv-2605.03596 Sparse Blocked context only

May 5, 2026
Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding
arxiv-2605.03514 Sparse Blocked context only

May 5, 2026
CuraView: A Multi-Agent Framework for Medical Hallucination Detection with GraphRAG-Enhanced Knowledge Verification
arxiv-2605.03476 Sparse Blocked context only

May 5, 2026
FINER-SQL: Boosting Small Language Models for Text-to-SQL
arxiv-2605.03465 Sparse Blocked context only

May 5, 2026
Exposing LLM Safety Gaps Through Mathematical Encoding:New Attacks and Systematic Analysis
arxiv-2605.03441 Sparse Blocked context only

May 5, 2026
When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning
arxiv-2605.03314 Sparse Blocked context only

May 5, 2026
SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification
arxiv-2605.03301 Sparse Blocked context only

May 5, 2026
RLDX-1 Technical Report
arxiv-2605.03269 Direct Blocked context only

May 5, 2026
Benchmarking Local Language Models for Social Robots using Edge Devices
arxiv-2605.03111 Sparse Blocked context only

May 4, 2026
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
arxiv-2605.03042 Direct Blocked context only

May 4, 2026
Liberating LLM Capabilities in Full-Duplex Speech Models
arxiv-2606.07547 Sparse Blocked context only

May 4, 2026
MolmoAct2: Action Reasoning Models for Real-world Deployment
arxiv-2605.02881 Direct Blocked context only

May 4, 2026
Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces
arxiv-2605.02801 Sparse Blocked context only

May 4, 2026
Linearizing Vision Transformer with Test-Time Training
arxiv-2605.02772 Sparse Blocked context only

May 4, 2026
Perceptual Flow Network for Visually Grounded Reasoning
arxiv-2605.02730 Sparse Blocked context only

May 4, 2026
AcademiClaw: When Students Set Challenges for AI Agents
arxiv-2605.02661 Sparse Blocked context only

May 4, 2026
GRAIL: A Deep-Granularity Hybrid Resonance Framework for Real-Time Agent Discovery via SLM-Enhanced Indexing
arxiv-2605.02489 Sparse Blocked context only

May 4, 2026
The Compliance Trap: How Structural Constraints Degrade Frontier AI Metacognition Under Adversarial Pressure
arxiv-2605.02398 Sparse Blocked context only

May 4, 2026
MolViBench: Evaluating LLMs on Molecular Vibe Coding
arxiv-2605.02351 Sparse Blocked context only

May 4, 2026
PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments
arxiv-2605.02240 Direct Blocked context only

May 4, 2026
Perturbation Dose Responses in Recursive LLM Loops: Raw Switching, Stochastic Floors, and Persistent Escape under Append, Replace, and Dialog Updates
arxiv-2605.02236 Sparse Blocked context only

May 4, 2026
Enhanced LLM Reasoning by Optimizing Reward Functions with Search-Driven Reinforcement Learning
arxiv-2605.02073 Sparse Blocked context only

May 3, 2026
Counting as a minimal probe of language model reliability
arxiv-2605.02028 Sparse Blocked context only

May 3, 2026
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
arxiv-2605.05242 Direct Blocked context only

May 3, 2026
MOIRA: Policy Memory and Belief Revision for Language-Model Agents in Non-Stationary Pair Trading
arxiv-2605.01954 Sparse Blocked context only

May 3, 2026
RefusalGuard: Geometry-Preserving Fine-Tuning for Safety in LLMs
arxiv-2605.01913 Sparse Blocked context only

May 3, 2026
Multilingual Safety Alignment via Self-Distillation
arxiv-2605.02971 Sparse Blocked context only

May 3, 2026
The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning
arxiv-2605.01704 Sparse Blocked context only

May 3, 2026
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression
arxiv-2605.01402 Sparse Blocked context only

May 2, 2026
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue
arxiv-2605.01371 Sparse Blocked context only

May 2, 2026
Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation
arxiv-2605.01284 Sparse Blocked context only

May 2, 2026
Virtual Speech Therapist: A Clinician-in-the-Loop AI Agent for Speech Therapy Planning
arxiv-2605.01101 Sparse Blocked context only

May 1, 2026
When LLMs Stop Following Steps: A Diagnostic Study of Procedural Execution in Language Models
arxiv-2605.00817 Sparse Blocked context only

May 1, 2026
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs
arxiv-2605.00814 Sparse Blocked context only

May 1, 2026
Let ViT Speak: Generative Language-Image Pre-training
arxiv-2605.00809 Curated Related Blocked context only

May 1, 2026
Themis: Training Robust Multilingual Code Reward Models for Flexible Multi-Criteria Scoring
arxiv-2605.00754 Sparse Blocked context only

May 1, 2026
MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio
arxiv-2605.00969 Sparse Blocked context only

May 1, 2026
Learning to Act and Cooperate for Distributed Black-Box Consensus Optimization
arxiv-2605.00691 Sparse Blocked context only

May 1, 2026
Healthcare AI GYM for Medical Agents
arxiv-2605.02943 Sparse Blocked context only

May 1, 2026
Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation
arxiv-2605.00529 Sparse Blocked context only

May 1, 2026
AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning
arxiv-2605.00425 Sparse Blocked context only

May 1, 2026
Trees to Flows and Back: Unifying Decision Trees and Diffusion Models
arxiv-2605.00414 Sparse Blocked context only

May 1, 2026
Unlearning What Matters: Token-Level Attribution for Precise Language Model Unlearning
arxiv-2605.00364 Sparse Blocked context only

May 1, 2026
Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning
arxiv-2605.00347 Sparse Blocked context only

May 1, 2026
RSAT: Structured Attribution Makes Small Language Models Faithful Table Reasoners
arxiv-2605.00199 Sparse Blocked context only

Apr 30, 2026
HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation
arxiv-2604.28196 Direct Blocked context only

Apr 30, 2026
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling
arxiv-2604.28185 Sparse Blocked context only

Apr 30, 2026
Helpfulness Hurts: Domain-Dependent Degradation of Mid-Trained Compassion Values Under Post-Training
arxiv-2606.26102 Sparse Blocked context only

Apr 30, 2026
PhyCo: Learning Controllable Physical Priors for Generative Motion
arxiv-2604.28169 Sparse Blocked context only

Apr 30, 2026
FlashRT: Towards Computationally and Memory Efficient Red-Teaming for Prompt Injection and Knowledge Corruption
arxiv-2604.28157 Sparse Blocked context only

Apr 30, 2026
Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows
arxiv-2604.28139 Sparse Blocked context only

Apr 30, 2026
MoCapAnything V2: End-to-End Motion Capture for Arbitrary Skeletons
arxiv-2604.28130 Direct Blocked context only

Apr 30, 2026
From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction
arxiv-2604.27906 Sparse Blocked context only

Apr 30, 2026
MASCing: Configurable Mixture-of-Experts Behavior via Activation Steering Masks
arxiv-2604.27818 Sparse Blocked context only

Apr 30, 2026
From Context to Skills: Can Language Models Learn from Context Skillfully?
arxiv-2604.27660 Direct Blocked context only

Apr 30, 2026
World2Minecraft: Occupancy-Driven Simulated Scenes Construction
arxiv-2604.27578 Sparse Blocked context only

Apr 30, 2026
Leveraging Verifier-Based Reinforcement Learning in Image Editing
arxiv-2604.27505 Sparse Blocked context only

Apr 30, 2026
Skills-Coach: A Self-Evolving Skill Optimizer via Training-Free GRPO
arxiv-2604.27488 Sparse Blocked context only

Apr 30, 2026
ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models
arxiv-2604.27467 Sparse Blocked context only

Apr 30, 2026
InteractWeb-Bench: Can Multimodal Agent Escape Blind Execution in Interactive Website Generation?
arxiv-2604.27419 Sparse Blocked context only

Apr 30, 2026
From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking
arxiv-2604.27410 Sparse Blocked context only

Apr 30, 2026
MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal Interaction
arxiv-2604.27393 Sparse Blocked context only

Apr 30, 2026
Learning When to Remember: Risk-Sensitive Contextual Bandits for Abstention-Aware Memory Retrieval in LLM-Based Coding Agents
arxiv-2604.27283 Sparse Blocked context only

Apr 30, 2026
Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models
arxiv-2604.27251 Sparse Blocked context only

Apr 29, 2026
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction
arxiv-2604.27221 Sparse Blocked context only

Apr 29, 2026
Path-Lock Expert: Separating Reasoning Mode in Hybrid Thinking via Architecture-Level Separation
arxiv-2604.27201 Sparse Blocked context only

Apr 29, 2026
Exploring the Limits of Pruning: Task-Specific Neurons, Model Collapse, and Recovery in Task-Specific Large Language Models
arxiv-2604.27115 Sparse Blocked context only

Apr 29, 2026
Co-Evolving Policy Distillation
arxiv-2604.27083 Sparse Blocked context only

Apr 29, 2026
Turning the TIDE: Cross-Architecture Distillation for Diffusion Large Language Models
arxiv-2604.26951 Sparse Blocked context only

Apr 29, 2026
ClawGym: A Scalable Framework for Building Effective Claw Agents
arxiv-2604.26904 Sparse Blocked context only

Apr 29, 2026
GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents
arxiv-2604.26752 Sparse Blocked context only

Apr 29, 2026
Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising
arxiv-2604.26694 Sparse Blocked context only

Apr 29, 2026
Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens
arxiv-2604.26355 Sparse Blocked context only

Apr 29, 2026
Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control
arxiv-2604.26326 Sparse Blocked context only

Apr 29, 2026
EvoSelect: Data-Efficient LLM Evolution for Targeted Task Adaptation
arxiv-2604.26170 Curated Related Blocked context only

Apr 28, 2026
RADIO-ViPE: Online Tightly Coupled Multi-Modal Fusion for Open-Vocabulary Semantic SLAM in Dynamic Environments
arxiv-2604.26067 Sparse Blocked context only

Apr 28, 2026
Recursive Multi-Agent Systems
arxiv-2604.25917 Direct Blocked context only

Apr 28, 2026
Toward Scalable Terminal Task Synthesis via Skill Graphs
arxiv-2604.25727 Sparse Blocked context only

Apr 28, 2026
Step-Audio-R1.5 Technical Report
arxiv-2604.25719 Sparse Blocked context only

Apr 28, 2026
Refinement via Regeneration: Enlarging Modification Space Boosts Image Refinement in Unified Multimodal Models
arxiv-2604.25636 Sparse Blocked context only

Apr 28, 2026
A Systematic Post-Train Framework for Video Generation
arxiv-2604.25427 Sparse Blocked context only

Apr 28, 2026
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
arxiv-2604.25256 Sparse Blocked context only

Apr 28, 2026
Prior-Aligned Data Cleaning for Tabular Foundation Models
arxiv-2604.25154 Sparse Blocked context only

Apr 28, 2026
FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments
arxiv-2604.25135 Sparse Blocked context only

Apr 28, 2026
Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence
arxiv-2604.24954 Sparse Blocked context only

Apr 27, 2026
Large Language Models Explore by Latent Distilling
arxiv-2604.24927 Sparse Blocked context only

Apr 27, 2026
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation
arxiv-2604.24763 Direct Blocked context only

Apr 27, 2026
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
arxiv-2604.24764 Direct Blocked context only

Apr 27, 2026
X2SAM: Any Segmentation in Images and Videos
arxiv-2605.00891 Sparse Blocked context only

Apr 27, 2026
The Last Human-Written Paper: Agent-Native Research Artifacts
arxiv-2604.24658 Direct Blocked context only

Apr 27, 2026
Meta-CoT: Enhancing Granularity and Generalization in Image Editing
arxiv-2604.24625 Sparse Blocked context only

Apr 27, 2026
Improving Vision-language Models with Perception-centric Process Reward Models
arxiv-2604.24583 Sparse Blocked context only

Apr 27, 2026
MEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG
arxiv-2604.24564 Sparse Blocked context only

Apr 27, 2026
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora
arxiv-2604.24819 Sparse Blocked context only

Apr 27, 2026
Zero-to-CAD: Agentic Synthesis of Interpretable CAD Programs at Million-Scale Without Real Data
arxiv-2604.24479 Sparse Blocked context only

Apr 27, 2026
SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution
arxiv-2604.24372 Sparse Blocked context only

Apr 27, 2026
ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning
arxiv-2604.24300 Sparse Blocked context only

Apr 27, 2026
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
arxiv-2604.24198 Sparse Blocked context only

Apr 27, 2026
Jailbreaking Frontier Foundation Models Through Intention Deception
arxiv-2604.24082 Sparse Blocked context only

Apr 27, 2026
From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills
arxiv-2604.24026 Direct Blocked context only

Apr 27, 2026
TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents
arxiv-2604.24005 Direct Blocked context only

Apr 27, 2026
Stabilizing Efficient Reasoning with Step-Level Advantage Selection
arxiv-2604.24003 Sparse Blocked context only

Apr 27, 2026
GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction
arxiv-2604.23941 Sparse Blocked context only

Apr 27, 2026
TSAssistant: A Human-in-the-Loop Agentic Framework for Automated Target Safety Assessment
arxiv-2604.23938 Sparse Blocked context only

Apr 27, 2026
Prox-E: Fine-Grained 3D Shape Editing via Primitive-Based Abstractions
arxiv-2604.23774 Sparse Blocked context only

Apr 26, 2026
PageGuide: Browser extension to assist users in navigating a webpage and locating information
arxiv-2604.23772 Sparse Blocked context only

Apr 26, 2026
Agentic Fusion of Large Atomic and Language Models to Accelerate Superconductors Discovery
arxiv-2604.23758 Sparse Blocked context only

Apr 26, 2026
AgentEval: DAG-Structured Step-Level Evaluation for Agentic Workflows with Error Propagation Tracking
arxiv-2604.23581 Sparse Blocked context only

Apr 26, 2026
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance
arxiv-2604.23446 Sparse Blocked context only

Apr 25, 2026
OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models
arxiv-2605.00877 Sparse Blocked context only

Apr 25, 2026
Efficient Rationale-based Retrieval: On-policy Distillation from Generative Rerankers based on JEPA
arxiv-2604.23336 Sparse Blocked context only

Apr 25, 2026
Discovering Agentic Safety Specifications from 1-Bit Danger Signals
arxiv-2604.23210 Sparse Blocked context only

Apr 25, 2026
How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks
arxiv-2604.22750 Sparse Blocked context only

Apr 24, 2026

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