Artificial Intelligence

Papers filed under cs.AI on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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11,461 to 11,520 of 15,447

When and why vision-language models behave like bags-of-words, and what to do about it?
Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri +2
cs.CVcs.AIcs.CLarXiv:2210.01936v32022
Relative Time Intervals Representation for Word-level Timestamping with Masked Training
Quanwei Tang, Zhiyu Tang, Xu Li +3
cs.AIarXiv:2608.24041v12026
RENDER: Controlling Reader-Facing Evidence in LLM Memory Evaluation
Yuan Si, Simeng Han, Daming Li +1
cs.AIarXiv:2608.23568v12026
Explainable Machine Learning in Deployment
Umang Bhatt, Alice Xiang, Shubham Sharma +7
cs.LGcs.AIcs.CYarXiv:1909.06342v42019
ChorusTIC: Training-Free Multivariate Time Series Classification via Chorus In-Context Learning
Juntao Fang, Shifeng Xie, Ruichu Cai +6
cs.LGcs.AIstat.MLarXiv:2608.24033v12026
A Human-Factors Guided Cognitive Model of Visuospatial Complexity in Embodied Active Vision
Vasiliki Kondyli, Jakob Suchan, Mehul Bhatt
q-bio.NCcs.AIcs.CVarXiv:2608.23572v12026
Understand and Accelerate Memory Processing Pipeline for Large Language Model Inference
Zifan He, Rui Ma, Yizhou Sun +1
cs.DCcs.AIarXiv:2603.29002v32026
On Predicting Vulnerability Severity Using In-Context Learning: An Industrial Case Study
Daniel Rodriguez-Cardenas, David Nader Palacio, Anna Schmedding +8
cs.CRcs.AIarXiv:2608.22089v12026
Correcting Variable Importance Scored by Random Forests
Guancheng Zhou, Haiping Xu, Jason Liu +1
stat.MEcs.AIcs.LGarXiv:2606.10770v12026
CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks
Oier Mees, Lukas Hermann, Erick Rosete-Beas +1
cs.ROcs.AIcs.CLarXiv:2112.03227v42021
KSE-Web: An Analysis of Hybrid Retrieval and LLM-Assisted Query Expansion for Low-Resource Khmer Semantic Search
Nimol Thuon
cs.CLcs.AIcs.IRarXiv:2608.21365v12026
MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation
Bharath Krishnamurthy, Ajita Rattani
cs.CVcs.AIarXiv:2603.29029v12026
Improving Diffusion Models for Inverse Problems using Manifold Constraints
Hyungjin Chung, Byeongsu Sim, Dohoon Ryu +1
cs.LGcs.AIcs.CVarXiv:2206.00941v32022
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
Suncong Zheng, Feng Wang, Hongyun Bao +3
cs.CLcs.AIcs.LGarXiv:1706.05075v12017
When Will AI Exceed Human Performance? Evidence from AI Experts
Katja Grace, John Salvatier, Allan Dafoe +2
cs.AIcs.CYarXiv:1705.08807v32017
Distinguishing Revision and Delayed Elaboration in Incremental Narrative Interpretation
Yi-Chun Chen
cs.CLcs.AIcs.MMarXiv:2608.21364v12026
Contrastive Decoding: Open-ended Text Generation as Optimization
Xiang Lisa Li, Ari Holtzman, Daniel Fried +5
cs.CLcs.AIcs.LGarXiv:2210.15097v22022
Reinforcement Learning on Benign Facts Amplifies Leakage of Memorized Private Data
Renfei Zhang, Niloofar Mireshghallah
cs.LGcs.AIarXiv:2608.21727v12026
Learning by Cheating
Dian Chen, Brady Zhou, Vladlen Koltun +1
cs.ROcs.AIcs.CVarXiv:1912.12294v12019
Eureka: Human-Level Reward Design via Coding Large Language Models
Yecheng Jason Ma, William Liang, Guanzhi Wang +6
cs.ROcs.AIcs.LGarXiv:2310.12931v22023
Wazobia Eval: A Benchmark for Nigerian Pidgin Emotion Understanding, Sarcasm Detection, and Cultural Reasoning
Stephanie Okoye
cs.CLcs.AIarXiv:2608.21369v12026
Why This, Not That? Mining User Profiles for Pair-wise Counterfactuals
Meysam Varasteh, Veronika Bogina, Noam Koenigstein +1
cs.IRcs.AIarXiv:2608.21662v12026
Determinants of Starting Salaries for Filipino Graduates: An Explainable Machine Learning Approach
Alexander Gabriel A. Aranes, John Michael C. Magpantay, Reginald Neil C. Recario +2
cs.CYcs.AIarXiv:2608.21383v12026
Model of Models: When Does Emitting a Specialist Beat Attending, Adapting, or Tuning?
John C. Howell
cs.LGcs.AIarXiv:2608.21386v12026
ADMIL: Attention-Distilled Multiple Instance Learning for Selective Foundation Model Inference in Pathology
Duncan Stothers, Ren-Chin Wu, William Lotter
cs.CVcs.AIcs.LGarXiv:2608.22066v12026
The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling
Yaoshiang Ho, Samuel Wookey
cs.LGcs.AIstat.MLarXiv:2001.00570v12020
GeoRisk-RAG: A Hierarchy-Aware Risk Framework for Improving RAG Reliability through Selective Answering
Meenu Ravi, Shailik Sarkar, Lulwah AlKulaib +2
cs.CLcs.AIarXiv:2608.22634v12026
Agentic Scaffolding Amplifies Sycophantic Behavior in Large Language Models
Thantham Jittham
cs.CLcs.AIcs.LGarXiv:2608.21377v12026
RoboShape: Information-Theoretic Point Cloud Representations for Privacy-Aware Robot Perception
Oguzhan Baser, Mirac Sozen, Kaan Kale +2
cs.ROcs.AIcs.CVarXiv:2608.21380v12026
A Social Media Analysis of Discourse on the Israel--Palestine Conflict on Telegram
Michail Zafeiropoulos, Despoina Antonakaki, Sotiris Ioannidis
cs.CLcs.AIcs.CYarXiv:2608.21385v12026
Beyond Two Bytes per Letter: Tokenization Overhead in Cyrillic AI Systems
Ivan Dobrovolskyi
cs.CLcs.AIarXiv:2608.21384v12026
Interrupting the Chain: Human Perception of AI-Generated Disinformation Through a Kill Chain Lens
Alexander Loth, Martin Kappes, Marc-Oliver Pahl
cs.CYcs.AIcs.CRarXiv:2608.21389v12026
TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings
Norman P. Jouppi, George Kurian, Sheng Li +11
cs.ARcs.AIcs.LGarXiv:2304.01433v32023
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
Souhaib Ben Taieb, Gianluca Bontempi, Amir Atiya +1
stat.MLcs.AIcs.LGarXiv:1108.3259v12011
Are LLMs Vulnerable to Preference-Undermining Attacks (PUA)? A Factorial Analysis Methodology for Diagnosing the Trade-off between Preference Alignment and Real-World Validity
Hongjun An, Yiliang Song, Jiangan Chen +3
cs.CRcs.AIarXiv:2601.06596v12026
The Agent's First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios
Daocheng Fu, Jianbiao Mei, Rong Wu +7
cs.AIarXiv:2601.08173v22026
MAXS: Meta-Adaptive Exploration with LLM Agents
Jian Zhang, Zhiyuan Wang, Zhangqi Wang +7
cs.AIarXiv:2601.09259v12026
Architecture as Capability Equalizer for Coding Agents
Arquimedes Canedo
cs.SEcs.AIcs.CLarXiv:2608.21747v12026
Self-Supervised Graph Representation Learning for In-The-Wild Wearable and Smartphone based Emotion Recognition
Ioannis N. Ziogas, Leontios J. Hadjileontiadis, Ahsan H. Khandoker +1
cs.LGcs.AIeess.SParXiv:2608.22387v12026
Artificial Entanglement in the Fine-Tuning of Large Language Models
Min Chen, Zihan Wang, Canyu Chen +3
cs.LGcs.AIhep-tharXiv:2601.06788v12026
What makes ImageNet good for transfer learning?
Minyoung Huh, Pulkit Agrawal, Alexei A. Efros
cs.CVcs.AIcs.LGarXiv:1608.08614v22016
YaPO: Learnable Sparse Activation Steering Vectors for Domain Adaptation
Abdelaziz Bounhar, Rania Hossam Elmohamady Elbadry, Hadi Abdine +3
cs.AIarXiv:2601.08441v12026
sui-1: Grounded and Verifiable Long-Form Summarization
Benedikt Droste, Jan Philipp Harries, Maximilian Idahl +1
cs.CLcs.AIarXiv:2601.08472v12026
SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL
Lijun Liu, Linwei Chen, Zhishou Zhang +7
cs.CVcs.AIarXiv:2601.09136v12026
Bulbul: A Dataset for Dialectal Arabic Speech Recognition
Ahmed Ashraf, Aisha Alansari, Fadel Al Abbas +30
cs.CLcs.AIarXiv:2608.21950v12026
TabFact: A Large-scale Dataset for Table-based Fact Verification
Wenhu Chen, Hongmin Wang, Jianshu Chen +5
cs.CLcs.AIarXiv:1909.02164v52019
EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines
Shuo Zhang, Chaofa Yuan, Ryan Guo +11
cs.AIarXiv:2601.09465v22026
Scalable quantum simulation of continuous-time generative models via tensor networks
Nathan X. Kodama, L. Andrew Wray, Sam Cochran +3
quant-phcs.AIcs.LGarXiv:2608.21700v12026
robosuite: A Modular Simulation Framework and Benchmark for Robot Learning
Yuke Zhu, Josiah Wong, Ajay Mandlekar +6
cs.ROcs.AIcs.LGarXiv:2009.12293v32020
Sequential LLM Release Facilitates Manipulation in Regulated Markets
Eilam Shapira, Moshe Tennenholtz, Roi Reichart
cs.GTcs.AIcs.CLarXiv:2601.11496v32026
Exploring the Limitations of Behavior Cloning for Autonomous Driving
Felipe Codevilla, Eder Santana, Antonio M. López +1
cs.CVcs.AIarXiv:1904.08980v12019
Memory-V2V: Memory-Augmented Video-to-Video Diffusion for Consistent Multi-Turn Editing
Dohun Lee, Chun-Hao Paul Huang, Xuelin Chen +3
cs.CVcs.AIcs.LGarXiv:2601.16296v22026
$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation
Jian Zhang, Yu He, Zhiyuan Wang +5
cs.AIarXiv:2601.09274v12026
Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future Opportunities
Waddah Saeed, Christian Omlin
cs.LGcs.AIarXiv:2111.06420v12021
A Survey on Metric Learning for Feature Vectors and Structured Data
Aurélien Bellet, Amaury Habrard, Marc Sebban
cs.LGcs.AIstat.MLarXiv:1306.6709v42013
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset
Hengyu Shen, Tiancheng Gu, Bin Qin +10
cs.CVcs.AIarXiv:2601.10305v32026
LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals
Gilat Toker, Nitay Calderon, Ohad Amosy +1
cs.CLcs.AIarXiv:2601.10700v22026
Register Shifts Break LLM Safety: A Bengali Benchmark with Culturally Grounded Harms
Naymul Islam, Nusrat Jahan Lia, Shubhashis Roy Dipta +2
cs.CLcs.AIarXiv:2608.22335v12026
AstroReason-Bench: Evaluating Unified Agentic Planning across Heterogeneous Space Planning Problems
Weiyi Wang, Xinchi Chen, Jingjing Gong +2
cs.AIcs.CLarXiv:2601.11354v12026
Less Is More -- Until It Breaks: Security Pitfalls of Vision Token Compression in Large Vision-Language Models
Xiaomei Zhang, Zhaoxi Zhang, Leo Yu Zhang +3
cs.CRcs.AIarXiv:2601.12042v12026

Artificial Intelligence

When and why vision-language models behave like bags-of-words, and what to do about it?

Relative Time Intervals Representation for Word-level Timestamping with Masked Training

RENDER: Controlling Reader-Facing Evidence in LLM Memory Evaluation

Explainable Machine Learning in Deployment

ChorusTIC: Training-Free Multivariate Time Series Classification via Chorus In-Context Learning

A Human-Factors Guided Cognitive Model of Visuospatial Complexity in Embodied Active Vision

Understand and Accelerate Memory Processing Pipeline for Large Language Model Inference

On Predicting Vulnerability Severity Using In-Context Learning: An Industrial Case Study

Correcting Variable Importance Scored by Random Forests

CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks

KSE-Web: An Analysis of Hybrid Retrieval and LLM-Assisted Query Expansion for Low-Resource Khmer Semantic Search

MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme

When Will AI Exceed Human Performance? Evidence from AI Experts

Distinguishing Revision and Delayed Elaboration in Incremental Narrative Interpretation

Contrastive Decoding: Open-ended Text Generation as Optimization

Reinforcement Learning on Benign Facts Amplifies Leakage of Memorized Private Data

Learning by Cheating

Eureka: Human-Level Reward Design via Coding Large Language Models

Wazobia Eval: A Benchmark for Nigerian Pidgin Emotion Understanding, Sarcasm Detection, and Cultural Reasoning

Why This, Not That? Mining User Profiles for Pair-wise Counterfactuals

Determinants of Starting Salaries for Filipino Graduates: An Explainable Machine Learning Approach

Model of Models: When Does Emitting a Specialist Beat Attending, Adapting, or Tuning?

ADMIL: Attention-Distilled Multiple Instance Learning for Selective Foundation Model Inference in Pathology

The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling

GeoRisk-RAG: A Hierarchy-Aware Risk Framework for Improving RAG Reliability through Selective Answering

Agentic Scaffolding Amplifies Sycophantic Behavior in Large Language Models

RoboShape: Information-Theoretic Point Cloud Representations for Privacy-Aware Robot Perception

A Social Media Analysis of Discourse on the Israel--Palestine Conflict on Telegram

Beyond Two Bytes per Letter: Tokenization Overhead in Cyrillic AI Systems

Interrupting the Chain: Human Perception of AI-Generated Disinformation Through a Kill Chain Lens

TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

Are LLMs Vulnerable to Preference-Undermining Attacks (PUA)? A Factorial Analysis Methodology for Diagnosing the Trade-off between Preference Alignment and Real-World Validity

The Agent's First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios

MAXS: Meta-Adaptive Exploration with LLM Agents

Architecture as Capability Equalizer for Coding Agents

Self-Supervised Graph Representation Learning for In-The-Wild Wearable and Smartphone based Emotion Recognition

Artificial Entanglement in the Fine-Tuning of Large Language Models

What makes ImageNet good for transfer learning?

YaPO: Learnable Sparse Activation Steering Vectors for Domain Adaptation

sui-1: Grounded and Verifiable Long-Form Summarization

SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL

Bulbul: A Dataset for Dialectal Arabic Speech Recognition

TabFact: A Large-scale Dataset for Table-based Fact Verification

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

Scalable quantum simulation of continuous-time generative models via tensor networks

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Sequential LLM Release Facilitates Manipulation in Regulated Markets

Exploring the Limitations of Behavior Cloning for Autonomous Driving

Memory-V2V: Memory-Augmented Video-to-Video Diffusion for Consistent Multi-Turn Editing

$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation

Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future Opportunities

A Survey on Metric Learning for Feature Vectors and Structured Data

DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset

LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals

Register Shifts Break LLM Safety: A Bengali Benchmark with Culturally Grounded Harms

AstroReason-Bench: Evaluating Unified Agentic Planning across Heterogeneous Space Planning Problems

Less Is More -- Until It Breaks: Security Pitfalls of Vision Token Compression in Large Vision-Language Models