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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27,061 to 27,120 of 27,174

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents
Yiheng Shu, Bernal Jiménez Gutiérrez, Saisri Padmaja Jonnalagedda +3
cs.AIcs.CLarXiv:2606.02461v22026
A Structured Self-attentive Sentence Embedding
Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos +4
cs.CLcs.AIcs.LGarXiv:1703.03130v12017
The FF Planning System: Fast Plan Generation Through Heuristic Search
J. Hoffmann, B. Nebel
cs.AIarXiv:1106.0675v12011
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Akari Asai, Zeqiu Wu, Yizhong Wang +2
cs.CLcs.AIcs.LGarXiv:2310.11511v12023
Continual Learning with Deep Generative Replay
Hanul Shin, Jung Kwon Lee, Jaehong Kim +1
cs.AIcs.CVcs.LGarXiv:1705.08690v32017
Mixed Precision Training
Paulius Micikevicius, Sharan Narang, Jonah Alben +8
cs.AIcs.LGstat.MLarXiv:1710.03740v32017
SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating
Zequn Xie, Junjie Wang, Dan Yang +4
cs.LGcs.AIarXiv:2606.07074v12026
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
Lantao Yu, Weinan Zhang, Jun Wang +1
cs.LGcs.AIarXiv:1609.05473v62016
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
Alon Talmor, Jonathan Herzig, Nicholas Lourie +1
cs.CLcs.AIcs.LGarXiv:1811.00937v22018
Graph Contrastive Learning with Augmentations
Yuning You, Tianlong Chen, Yongduo Sui +3
cs.LGcs.AIarXiv:2010.13902v32020
DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks
Jingxuan Han, Wei Liu, Mingyang Zhu +8
cs.AIarXiv:2606.12871v12026
A Scalable Pipeline for LLM-Teacher Distillation Labeling: Work-Stealing Job Scheduling and Memory-Aware GPU Concurrency
Ravi Satya Durga Prasad Yenugula
cs.DCcs.AIcs.CLarXiv:2608.15975v12026
SIDScope: A Diagnostic Resource for Semantic-ID Interfaces in Generative Recommendation
Jiandong Ding, Huijie Qin, Tiandeng Wu +1
cs.IRcs.AIarXiv:2608.18779v12026
Summaries:한국어
Orienteering Problem with Uncertain Time-Varying Rewards: Framework and Benchmark for Everyday Service Robotics
Masafumi Endo, Kohei Honda, Yuu Jinnai +1
cs.ROcs.AIarXiv:2608.18672v12026
ComponentBench: Diagnosing Component-Level Failures in Computer-Use Agents
Tianchen Guan, Xinlei Lin, Royce Cheng-Yue +2
cs.AIcs.CLcs.HCarXiv:2608.18307v12026
Validated Adaptation for Aerial Crowd Monitoring at Mass Gathering Scale: A Deployment Protocol, a Severity Law, and a Diagnostic for Label-Free Drone Crowd Counting, Toward the FIFA World Cup 2034 (Saudi Arabia)
AlAnoud AllGhayth, AlJawharh AlOtaibi, Jude AlSubaie
cs.AIarXiv:2608.17625v12026
ComNetX: Local Hierarchical Adaptation for Dynamic Community Detection
Aleksandr Konovalov, Anna Uporova, Alexander Drobyshev +2
cs.SIcs.AIcs.LGarXiv:2608.16906v12026
When Agents Coordinate: Measuring Coordination in Multi-Agent AI Coding
Giuseppe Destefanis, Tomaso Aste
cs.AIcs.SEarXiv:2608.16801v12026
Orbit-Planner: Towards Latent World Models for On-Orbit Obstacle Avoidance of Satellite Agents
Zhijian Li, Chao Ren, Peijin Wang +1
cs.ROcs.AIarXiv:2608.16651v12026
RISE: Roadside Infrastructure Sequence Understanding across 3D Tracking and Structured Vision-Language Reasoning
Yanbo Jiang, Haotian Zheng, Jiahao Wang +10
cs.CVcs.AIarXiv:2608.16480v12026
ETHOS: Towards a Modular Ethics Framework for Clinical Multi-Agent Systems
Rakesh Sharma, Sydney Pugh, Cameron Beeche +14
cs.MAcs.AIcs.LGarXiv:2608.15424v12026
Accuracy and Reliability of Large Language Models in Cosmetic Chemistry and Skin Health: A Benchmarking Study
Amelia Liu
cs.AIarXiv:2608.14631v12026
Co-constructing sociotechnical AI governance: participatory system mapping using algorithm registers
Íñigo de Troya, Maurus Enbergs, Neelke Doorn +1
cs.CYcs.AIeess.SYarXiv:2608.12166v12026
SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models
Chenhao Dang, Siyuan Xiong, Conghui He +1
cs.AIarXiv:2608.10538v22026
Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos
Gong Sitong, Tianyu Yan, Caixin Kang +6
cs.CVcs.AIarXiv:2607.11523v12026
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
Haozhe Wang, Weijia Feng, Jinpeng Yu +8
cs.CVcs.AIarXiv:2607.05382v42026
Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction
Sunqi Fan, Qingle Liu, Runqi Yin +2
cs.CVcs.AIarXiv:2606.29445v12026
Summaries:한국어
What the LLM Should Not Say: Boundary-Aware Context Grounding for A Seven-Channel EEG Agent
Zhiyuan Xu, Yueqing Dai, Junling Li +1
cs.AIarXiv:2606.26519v22026
Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution
Han Li, Jinyu Tian, Rili Feng +10
cs.AIarXiv:2605.15301v12026
Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?
Tz-Huan Hsu, Jheng-Hong Yang, Jimmy Lin
cs.IRcs.AIcs.CLarXiv:2605.10848v12026
Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon
Víctor Gallego
cs.LGcs.AIcs.DCarXiv:2605.09708v22026
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
Shaojie Bai, J. Zico Kolter, Vladlen Koltun
cs.LGcs.AIcs.CLarXiv:1803.01271v22018
MBA: Multimodal Benchmark and Agents for Real-World Business Ideation
Hojun Choi, Jaeyo Shin, Suin Lee +1
cs.AIcs.CVcs.LGarXiv:2608.11616v22026
Continuous Latent Diffusion Language Model
Hongcan Guo, Qinyu Zhao, Yian Zhao +8
cs.CLcs.AIcs.CVarXiv:2605.06548v12026
Adaptive Policy Portfolios for Robust Markov Decision Processes
Kasper Engelen, Sebastian Junges, Guillermo A. Pérez +1
cs.AIcs.LOarXiv:2608.17929v12026
Shortcut Learning in Deep Neural Networks
Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis +4
cs.CVcs.AIcs.LGarXiv:2004.07780v52020
Concrete Problems in AI Safety
Dario Amodei, Chris Olah, Jacob Steinhardt +3
cs.AIcs.LGarXiv:1606.06565v22016
When AI Rewrites, Classifiers Relax: Uncertainty-Aware Sentiment Analysis on Sarcastic and AI-Paraphrased Social Text
Shresth Shroff
cs.CLcs.AIarXiv:2608.15338v12026
Let's Verify Step by Step
Hunter Lightman, Vineet Kosaraju, Yura Burda +7
cs.LGcs.AIcs.CLarXiv:2305.20050v12023
Multi-column Deep Neural Networks for Image Classification
Dan Cireşan, Ueli Meier, Juergen Schmidhuber
cs.CVcs.AIarXiv:1202.2745v12012
The Mythos of Model Interpretability
Zachary C. Lipton
cs.LGcs.AIcs.CVarXiv:1606.03490v32016
The Impact of CutMix on Reliability and Robustness in Semantic Segmentation
Steven Landgraf, Markus Ulrich
cs.CVcs.AIcs.LGarXiv:2608.18715v12026
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai +3
cs.CLcs.AIcs.LGarXiv:2106.07447v12021
Impact of Iterative Fine-Tuning on Transcription Accuracy in Complex Historical Sanskrit Manuscripts
Kartik Chincholikar, Kaushik Gopalan, Mihir Hasabnis
cs.CVcs.AIarXiv:2608.18696v12026
EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents
Weixian Xu, Shilong Liu, Mengdi Wang
cs.LGcs.AIarXiv:2606.11182v12026
When Do LLMs Actually Help? Evaluating LLMs as Data Quality Annotators
Praphulla Lal Shrestha
cs.CLcs.AIarXiv:2608.18158v12026
StocksTalk: A Voice-Enabled Conversational Agent for Structured Query Generation over Web Data
Akshat Parmar, Vikranth Udandarao, Abhay Shakya +4
cs.CLcs.AIcs.LGarXiv:2608.18105v12026
CTIFoundry: An Agent-Native Corpus Scaffold for Cyber Threat Intelligence
Yutong Cheng, Changze Li, Qian Cui +4
cs.AIcs.CRarXiv:2608.18613v12026
Syntactic Simplification of OWL Class Expressions
Alkid Baci, N'Dah Jean Kouagou, Caglar Demir +1
cs.AIarXiv:2608.18899v12026
A Multi-Agent Platform for Automated Enterprise Analytics and Insight Generation
Manoj N M, Vijayakrishna S, Manjunath Srinivas +1
cs.AIarXiv:2608.18740v12026
Bridging Search and CRM: Productionizing AI Product Research Agents for Customer Re-Engagement
Mandar Kulkarni, Pooja A., Samir Shah
cs.AIarXiv:2608.18543v12026
Pairwise Ranking Outperforms Single-Action RL for Offline Explanation Selection: A Practical Lesson
Tanay Chowdhury, Saeideh Shahrokh Esfahani
cs.AIcs.LGarXiv:2608.18531v12026
FraudBench: Stress-Testing Policy-Grounded Banking Agents Against Adaptive Fraud
Dheeraj Mohandas Pai, Lu Xian
cs.AIcs.LGarXiv:2608.18136v12026
Conditional Generative Adversarial Nets
Mehdi Mirza, Simon Osindero
cs.LGcs.AIcs.CVarXiv:1411.1784v12014
ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution
Duong M. Nguyen, Tuan Nghia Nguyen, Xuan Truong Nguyen
cs.CVcs.AIeess.IVarXiv:2608.15349v12026
Large Language Models Show Metacognitive Sensitivity in Medical Reasoning
Ahmad Nazzal
cs.AIarXiv:2608.14552v12026
Runtime Governance for Agentic AI: Action-Boundary Control with Trusted Provenance and Fail-Closed Execution
Adam Mazzocchetti
cs.AIcs.CEcs.CRarXiv:2608.16891v12026
The Acknowledgment Point Is the System: Durable Policy-Decision Receipts for AI Audit Evidence
Neeraj Kumar Singh Beshane
cs.CRcs.AIarXiv:2608.17176v12026
Historical Backtesting for Scientific Question Discovery: A Protocol and Astronomy Pilot
Hui Mao
cs.CEcs.AIarXiv:2608.16795v12026
What Aggregate Scores Miss: Measuring Item-Level Regressions in Commercial LLM API Migrations
Xiaonan Xu, Wenjing Wu
cs.SEcs.AIcs.CLarXiv:2608.17719v12026

Artificial Intelligence

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents

A Structured Self-attentive Sentence Embedding

The FF Planning System: Fast Plan Generation Through Heuristic Search

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Continual Learning with Deep Generative Replay

Mixed Precision Training

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Graph Contrastive Learning with Augmentations

DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks

A Scalable Pipeline for LLM-Teacher Distillation Labeling: Work-Stealing Job Scheduling and Memory-Aware GPU Concurrency

SIDScope: A Diagnostic Resource for Semantic-ID Interfaces in Generative Recommendation

Orienteering Problem with Uncertain Time-Varying Rewards: Framework and Benchmark for Everyday Service Robotics

ComponentBench: Diagnosing Component-Level Failures in Computer-Use Agents

Validated Adaptation for Aerial Crowd Monitoring at Mass Gathering Scale: A Deployment Protocol, a Severity Law, and a Diagnostic for Label-Free Drone Crowd Counting, Toward the FIFA World Cup 2034 (Saudi Arabia)

ComNetX: Local Hierarchical Adaptation for Dynamic Community Detection

When Agents Coordinate: Measuring Coordination in Multi-Agent AI Coding

Orbit-Planner: Towards Latent World Models for On-Orbit Obstacle Avoidance of Satellite Agents

RISE: Roadside Infrastructure Sequence Understanding across 3D Tracking and Structured Vision-Language Reasoning

ETHOS: Towards a Modular Ethics Framework for Clinical Multi-Agent Systems

Accuracy and Reliability of Large Language Models in Cosmetic Chemistry and Skin Health: A Benchmarking Study

Co-constructing sociotechnical AI governance: participatory system mapping using algorithm registers

SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models

Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction

What the LLM Should Not Say: Boundary-Aware Context Grounding for A Seven-Channel EEG Agent

Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution

Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?

Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

MBA: Multimodal Benchmark and Agents for Real-World Business Ideation

Continuous Latent Diffusion Language Model

Adaptive Policy Portfolios for Robust Markov Decision Processes

Shortcut Learning in Deep Neural Networks

Concrete Problems in AI Safety

When AI Rewrites, Classifiers Relax: Uncertainty-Aware Sentiment Analysis on Sarcastic and AI-Paraphrased Social Text

Let's Verify Step by Step

Multi-column Deep Neural Networks for Image Classification

The Mythos of Model Interpretability

The Impact of CutMix on Reliability and Robustness in Semantic Segmentation

HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units

Impact of Iterative Fine-Tuning on Transcription Accuracy in Complex Historical Sanskrit Manuscripts

EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents

When Do LLMs Actually Help? Evaluating LLMs as Data Quality Annotators

StocksTalk: A Voice-Enabled Conversational Agent for Structured Query Generation over Web Data

CTIFoundry: An Agent-Native Corpus Scaffold for Cyber Threat Intelligence

Syntactic Simplification of OWL Class Expressions

A Multi-Agent Platform for Automated Enterprise Analytics and Insight Generation

Bridging Search and CRM: Productionizing AI Product Research Agents for Customer Re-Engagement

Pairwise Ranking Outperforms Single-Action RL for Offline Explanation Selection: A Practical Lesson

FraudBench: Stress-Testing Policy-Grounded Banking Agents Against Adaptive Fraud

Conditional Generative Adversarial Nets

ENAF: A Multi-Exit Network with an Adaptive Patch Fusion for Large Image Super Resolution

Large Language Models Show Metacognitive Sensitivity in Medical Reasoning

Runtime Governance for Agentic AI: Action-Boundary Control with Trusted Provenance and Fail-Closed Execution

The Acknowledgment Point Is the System: Durable Policy-Decision Receipts for AI Audit Evidence

Historical Backtesting for Scientific Question Discovery: A Protocol and Astronomy Pilot

What Aggregate Scores Miss: Measuring Item-Level Regressions in Commercial LLM API Migrations