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Mistake-Bounded Language Generation

DGX agent

arXiv:2605.10809v1 Announce Type: new Abstract: We investigate the learning task of language generation in the limit, but shift focus from the traditional time-of-last-mistake metric of a generator's

researcharxiv-cs-lg

12 May 2026

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Mistake-Bounded Language Generation

Mitigating Data Scarcity in Spaceflight Applications for Offline Reinforcement Learning Using Physics-Informed Deep Generative Models

Mitigating Many-shot Jailbreak Attacks with One Single Demonstration

Mitigating Membership Inference in Intermediate Representations with Differentially Private Training

Mitigating Watermark Forgery in Generative Models via Randomized Key Selection

Mixture of Experts for Recognizing Depression from Interview and Reading Tasks

Mixture of Layers with Hybrid Attention

ML-CLIPSim: Multi-Layer CLIP Similarity for Machine-Oriented Image Quality

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI

MMVIAD: Multi-view Multi-task Video Understanding for Industrial Anomaly Detection

MOBIUS: A Multi-Modal Bipedal Robot that can Walk, Crawl, Climb, and Roll

Model-Aware Tokenizer Transfer

Model-based Dynamic 3D MRI Reconstructions using Neural Fields and Tensor Product Expansions

Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds

Model-Free Neural Filtering: A Comparison with Classical Filters in Nonlinear Systems

Model Merging Scaling Laws in Large Language Models

Model-Reference Adaptive Flight Control of the 95-mg Bee++

Modeling Atomic Conformational Ensembles of Proteins via Test-Time Supervision of Boltz-2 on Cryo-EM Density Maps

Models got an order of magnitude better at following instructions in one year

Modular Retrieval-Augmented Generalization for Human Action Recognition

MolRGen: A Training and Evaluation Setting for De Novo Molecular Generation with Reasonning Models

MolSight: Molecular Property Prediction with Images

MolWorld: Molecule World Models for Actionable Molecular Optimization

MoMo: Conditioned Contrastive Representation Learning for Preference-Modulated Planning

MonitoringBench: Semi-Automated Red-Teaming for Agent Monitoring

Monocular Biomechanical Tracking of Fingers with Inverse Kinematics to Foundation Models

MoPO: Incorporating Motion Prior for Occluded Human Mesh Recovery

'More capitalist countries have lower income inequality, not higher. High income inequality is caused by cronyism which goes hand in hand wi…

More cardputer code incoming. Thank you Claude.

More people are creating and building for small businesses than ever before. @Codie_Sanchez and Contrarian Thinking's 2026 State of Main Str…

Morphology-Aware Graph Reinforcement Learning for Tensegrity Robot Locomotion

MOTOR-Bench: A Real-world Dataset and Multi-agent Framework for Zero-shot Human Mental State Understanding

MPerS: Dynamic MLLM MixExperts Perception-Guided Remote Sensing Scene Segmentation

MTA-RL: Robust Urban Driving via Multi-modal Transformer-based 3D Affordances and Reinforcement Learning

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Multi-Armed Bandits With Best-Action Queries

Multi-domain Multi-modal Document Classification Benchmark with a Multi-level Taxonomy

Multi-layer attentive probing improves transfer of audio representations for bioacoustics

Multi-Level Graph Attention Network Contrastive Learning for Knowledge-Aware Recommendation

Multi-scale Predictive Representations for Goal-conditioned Reinforcement Learning

Multi-Tier Labeling and Physics-Informed Learning for Orbital Anomaly Detection at Scale

MultiAnimate: Pose-Guided Image Animation Made Extensible

Multifidelity Gaussian process regression for solving nonlinear partial differential equations

MultiMedVision: Multi-Modal Medical Vision Framework

Multimodal Emotion Recognition via Causal-Diffusion Bridge (Affect-Diff)

Multimodal Representation Learning Conditioned on Semantic Relations

MULTITEXTEDIT: Benchmarking Cross-Lingual Degradation in Text-in-Image Editing

Muninn: Your Trajectory Diffusion Model But Faster