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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22,261 to 22,320 of 27,493

SAGE: A Unified Algebra and Self-Adaptive Execution for AI Functions in SQL
Xiangqi Wang, Nhan H. Pham, Oktie Hassanzadeh +2
cs.AIarXiv:2608.20630v12026
SIRF: A Spec-Internalized Risk Foundation Model for Industrial Content Risk Control
Suwan Wu, Yumeng Lin, Pengcheng Yuan +1
cs.AIcs.CLcs.LGarXiv:2609.11752v12026
More Agents Is All You Need
Junyou Li, Qin Zhang, Yangbin Yu +2
cs.CLcs.AIcs.LGarXiv:2402.05120v22024
Amortized Planning with Large-Scale Transformers: A Case Study on Chess
Anian Ruoss, Grégoire Delétang, Sourabh Medapati +7
cs.LGcs.AIstat.MLarXiv:2402.04494v22024
Diffusion Augmentation for Sequential Recommendation
Qidong Liu, Fan Yan, Xiangyu Zhao +4
cs.IRcs.AIarXiv:2309.12858v12023
Question's Gambit: The First Move Matters in Agentic Deep Search
Radin Hamidi Rad, Amin Bigdeli, Negar Arabzadeh +4
cs.AIcs.CLcs.IRarXiv:2609.14412v12026
ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning
Ziyan Liu, Xueda Shen, Yuzhe Gu +7
cs.AIarXiv:2606.03503v12026
LLMR: Real-time Prompting of Interactive Worlds using Large Language Models
Fernanda De La Torre, Cathy Mengying Fang, Han Huang +3
cs.HCcs.AIcs.CLarXiv:2309.12276v32023
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
Jie Yang, Honglin Guo, Li Ji +11
cs.SEcs.AIcs.CLarXiv:2601.11077v12026
Out-of-Distribution Generalisation with Sequence Models in Offline Multi-Agent Reinforcement Learning
Oussama Hidaoui, Omer Ebead, Ulrich Armel Mbou Sob +14
cs.LGcs.AIarXiv:2609.03667v12026
When Agent Metrics Measure Different Things: An Evidence-Grounded Audit of the Praxa AI Pipeline
Stefan G. Creadore, Peyton Woakz
cs.SEcs.AIarXiv:2609.12017v12026
HyCO: A Hybrid Neural Solver for Combinatorial Optimization
Yuheng Li, Di Yang, Haipeng Chen +1
cs.LGcs.AIarXiv:2609.07990v12026
A Theory of Formal Synthesis via Inductive Learning
Susmit Jha, Sanjit A. Seshia
cs.AIcs.FLarXiv:1505.03953v42015
Shared and structured inputs undermine collective random choice by reasoning AI agents
Takahiro Ezaki, Naoto Imura, Katsuhiro Nishinari
cs.AIphysics.soc-pharXiv:2610.09667v12026
Can Jev Judge Radiology Reports? Evaluating a System One Model for Clinical Factuality
Jiaju Huang, Hao Yang, Xinyu Ma +6
cs.CLcs.AIarXiv:2609.27607v12026
Task-Driven Convolutional Recurrent Models of the Visual System
Aran Nayebi, Daniel Bear, Jonas Kubilius +5
q-bio.NCcs.AIcs.CVarXiv:1807.00053v22018
Good Pretraining, Bad SFT: Checkpoint Quality Across the Training Stack
Sohir Maskey, Philipp Scholl, Jonas Knupp +2
cs.AIcs.CLarXiv:2609.08966v12026
When2Think: Learning Difficulty-Aware Length Control for Efficient Hybrid Reasoning Models
Jaejun Shim, HyunJin Kim, Young Jin Kim +1
cs.AIcs.LGarXiv:2609.19671v12026
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths
Boyu Chen, Zirui Guo, Zidan Yang +5
cs.CLcs.AIcs.IRarXiv:2502.14902v22025
Rethinking the Role of Proxy Rewards in Language Model Alignment
Sungdong Kim, Minjoon Seo
cs.LGcs.AIcs.CLarXiv:2402.03469v32024
Commonsense for Generative Multi-Hop Question Answering Tasks
Lisa Bauer, Yicheng Wang, Mohit Bansal
cs.CLcs.AIarXiv:1809.06309v32018
A Survey of Data Augmentation Approaches for NLP
Steven Y. Feng, Varun Gangal, Jason Wei +4
cs.CLcs.AIcs.LGarXiv:2105.03075v52021
Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing
Tommaso Cerruti, Tim Rieder, George Rowlands +2
cs.LGcs.AIarXiv:2607.07953v12026
Flora: Low-Rank Adapters Are Secretly Gradient Compressors
Yongchang Hao, Yanshuai Cao, Lili Mou
cs.LGcs.AIstat.MLarXiv:2402.03293v22024
Proxy OPD: On-Policy Distillation with Transferable Relative Proxy Update
Daocheng Fu, Rong Wu, Yu Yang +7
cs.LGcs.AIarXiv:2607.11505v22026
SynCo: Data Synthesis Co-Training for Self-Evolving LLMs via Multi-Agent Reinforcement Learning
Wei Yang, Shawn Li, Yuehan Qin +8
cs.AIarXiv:2610.11345v12026
Cross-Dataset Transfer and Reliability of Explainable Artificial Intelligence for RhythmFormer Remote Photoplethysmography
Louis Chen, Torbjörn E. M. Nordling
cs.CVcs.AIeess.IVarXiv:2609.03663v12026
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng +10
cs.CLcs.AIarXiv:2309.11998v42023
AesCanvas: A Large-Scale Dataset and Benchmark for Aesthetic Critique and Contextual Suitability
Xuanwei Hu, Haoyu Dong, Kejun Wu +2
cs.CVcs.AIarXiv:2608.26713v12026
SQLMorph: Query Mutation and Fine-Grained Metrics for Text-to-SQL Evaluation
Mohammadhossein Malekpour, Mohamed Riahi, Maxime Lamothe +1
cs.DBcs.AIarXiv:2609.08950v12026
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs
Bo Bai
cs.ITcs.AImath.ITarXiv:2511.01202v52025
Slope One Predictors for Online Rating-Based Collaborative Filtering
Daniel Lemire, Anna Maclachlan
cs.DBcs.AIarXiv:cs/0702144v22007
Large Language Models are Geographically Biased
Rohin Manvi, Samar Khanna, Marshall Burke +2
cs.CLcs.AIcs.CYarXiv:2402.02680v22024
Fairness-Aware Explainable Recommendation over Knowledge Graphs
Zuohui Fu, Yikun Xian, Ruoyuan Gao +8
cs.IRcs.AIcs.SIarXiv:2006.02046v22020
MoCoDA: Model-based Counterfactual Data Augmentation
Silviu Pitis, Elliot Creager, Ajay Mandlekar +1
cs.LGcs.AIcs.ROarXiv:2210.11287v12022
Construction of FuzzyFind Dictionary using Golay Coding Transformation for Searching Applications
Kamran Kowsari, Maryam Yammahi, Nima Bari +3
cs.DBcs.AIcs.DSarXiv:1503.06483v12015
AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification
Yan Wang, Xuguang Ai, Jaisal Patel +7
cs.AIcs.MAcs.SCarXiv:2606.03031v12026
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems
Shiying Zhang, Jun Li, Long Shi +5
cs.LGcs.AIcs.DCarXiv:2309.11039v12023
AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing
Zhenhua Xu, Dongsheng Chen, Shuo Wang +4
cs.AIcs.CLarXiv:2601.11007v22026
InternLM2 Technical Report
Zheng Cai, Maosong Cao, Haojiong Chen +97
cs.CLcs.AIarXiv:2403.17297v12024
When to use parametric models in reinforcement learning?
Hado van Hasselt, Matteo Hessel, John Aslanides
cs.LGcs.AIstat.MLarXiv:1906.05243v12019
Rethinking Probability-Based Reinforcement Learning From Posterior Concentration
Shiu-Hong Kao, Yubo Zhao, Zhenyu Tian +3
cs.AIarXiv:2610.01458v12026
MathPile: A Billion-Token-Scale Pretraining Corpus for Math
Zengzhi Wang, Xuefeng Li, Rui Xia +1
cs.CLcs.AIcs.LGarXiv:2312.17120v22023
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space
Xingwei Qu, Shaowen Wang, Zihao Huang +16
cs.LGcs.AIarXiv:2512.24617v22025
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Hadas Orgad, Michael Toker, Zorik Gekhman +4
cs.CLcs.AIarXiv:2410.02707v42024
How AI Ideas Affect the Creativity, Diversity, and Evolution of Human Ideas: Evidence From a Large, Dynamic Experiment
Joshua Ashkinaze, Julia Mendelsohn, Li Qiwei +2
cs.CYcs.AIcs.CLarXiv:2401.13481v32024
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao +5
cs.CLcs.AIarXiv:2311.10774v22023
Voxtral Realtime
Mistral-AI, :, Alexander H. Liu +166
cs.AIarXiv:2602.11298v32026
The Accuracy Paradox: Empirical Diagnostic of Default Decision Thresholds in Multi-Label Enzyme Commission Prediction [With Code]
Bilal Ahmad, Rajed Mehmood
cs.LGcs.AIq-bio.QMarXiv:2609.07897v12026
FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information
Xiaoyu Cao, Jinyuan Jia, Zaixi Zhang +1
cs.CRcs.AIcs.LGarXiv:2210.10936v12022
BioMed-Agent-RL: A Meta Learning, All You Need for Biomedical Applications
Md Asaduzzaman Jabin, Zihao Wu, Tianming Liu
cs.LGcs.AIcs.CVarXiv:2608.21864v12026
Modeling, Scaling, and Decoding: Optimizing Controllable Speech Generation with Nonverbal Vocalizations
Ziyu Zhang, Yun Chen, Taihui Wang +5
eess.AScs.AIarXiv:2609.14231v12026
DrugAssist: A Large Language Model for Molecule Optimization
Geyan Ye, Xibao Cai, Houtim Lai +5
q-bio.QMcs.AIcs.CLarXiv:2401.10334v12023
A self-learning scientific agent for X-ray diffraction
Bin Cao, Huichi Zhou, Runyu Yang +7
cond-mat.mtrl-scics.AIcs.LGarXiv:2610.07862v12026
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation
Fengji Zhang, Bei Chen, Yue Zhang +6
cs.CLcs.AIcs.PLarXiv:2303.12570v32023
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
Shuofei Qiao, Yunxiang Wei, Jiazheng Fan +8
cs.AIcs.CLcs.IRarXiv:2605.22878v12026
Improving the Diffusability of Autoencoders
Ivan Skorokhodov, Sharath Girish, Benran Hu +5
cs.CVcs.AIcs.LGarXiv:2502.14831v32025
DCRL: Decoupling and Coupling Reinforcement Learning via Policy-Reward Manifold Alignment
Henan Sun, Zehua Li, Haitao Hu +4
cs.LGcs.AIarXiv:2609.27572v12026
Skywork Open Reasoner 1 Technical Report
Jujie He, Jiacai Liu, Chris Yuhao Liu +14
cs.LGcs.AIcs.CLarXiv:2505.22312v22025
CodeTD: Topology of Attention Detects Hallucinations in Code LLMs
Daria Voronkova, Ilya Trofimov, Anton Dmitriev +3
cs.SEcs.AIcs.CLarXiv:2609.07779v12026

Artificial Intelligence

SAGE: A Unified Algebra and Self-Adaptive Execution for AI Functions in SQL

SIRF: A Spec-Internalized Risk Foundation Model for Industrial Content Risk Control

More Agents Is All You Need

Amortized Planning with Large-Scale Transformers: A Case Study on Chess

Diffusion Augmentation for Sequential Recommendation

Question's Gambit: The First Move Matters in Agentic Deep Search

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

LLMR: Real-time Prompting of Interactive Worlds using Large Language Models

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development

Out-of-Distribution Generalisation with Sequence Models in Offline Multi-Agent Reinforcement Learning

When Agent Metrics Measure Different Things: An Evidence-Grounded Audit of the Praxa AI Pipeline

HyCO: A Hybrid Neural Solver for Combinatorial Optimization

A Theory of Formal Synthesis via Inductive Learning

Shared and structured inputs undermine collective random choice by reasoning AI agents

Can Jev Judge Radiology Reports? Evaluating a System One Model for Clinical Factuality

Task-Driven Convolutional Recurrent Models of the Visual System

Good Pretraining, Bad SFT: Checkpoint Quality Across the Training Stack

When2Think: Learning Difficulty-Aware Length Control for Efficient Hybrid Reasoning Models

PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths

Rethinking the Role of Proxy Rewards in Language Model Alignment

Commonsense for Generative Multi-Hop Question Answering Tasks

A Survey of Data Augmentation Approaches for NLP

Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing

Flora: Low-Rank Adapters Are Secretly Gradient Compressors

Proxy OPD: On-Policy Distillation with Transferable Relative Proxy Update

SynCo: Data Synthesis Co-Training for Self-Evolving LLMs via Multi-Agent Reinforcement Learning

Cross-Dataset Transfer and Reliability of Explainable Artificial Intelligence for RhythmFormer Remote Photoplethysmography

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

AesCanvas: A Large-Scale Dataset and Benchmark for Aesthetic Critique and Contextual Suitability

SQLMorph: Query Mutation and Fine-Grained Metrics for Text-to-SQL Evaluation

Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs

Slope One Predictors for Online Rating-Based Collaborative Filtering

Large Language Models are Geographically Biased

Fairness-Aware Explainable Recommendation over Knowledge Graphs

MoCoDA: Model-based Counterfactual Data Augmentation

Construction of FuzzyFind Dictionary using Golay Coding Transformation for Searching Applications

AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification

Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing

InternLM2 Technical Report

When to use parametric models in reinforcement learning?

Rethinking Probability-Based Reinforcement Learning From Posterior Concentration

MathPile: A Billion-Token-Scale Pretraining Corpus for Math

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

How AI Ideas Affect the Creativity, Diversity, and Evolution of Human Ideas: Evidence From a Large, Dynamic Experiment

MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning

Voxtral Realtime

The Accuracy Paradox: Empirical Diagnostic of Default Decision Thresholds in Multi-Label Enzyme Commission Prediction [With Code]

FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information

BioMed-Agent-RL: A Meta Learning, All You Need for Biomedical Applications

Modeling, Scaling, and Decoding: Optimizing Controllable Speech Generation with Nonverbal Vocalizations

DrugAssist: A Large Language Model for Molecule Optimization

A self-learning scientific agent for X-ray diffraction

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

Improving the Diffusability of Autoencoders

DCRL: Decoupling and Coupling Reinforcement Learning via Policy-Reward Manifold Alignment

Skywork Open Reasoner 1 Technical Report

CodeTD: Topology of Attention Detects Hallucinations in Code LLMs