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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1,381 to 1,440 of 15,379

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
Jiashu Xu, Mingyu Derek Ma, Fei Wang +2
cs.CLcs.AIcs.CRarXiv:2305.14710v22023
Reasoning-Driven Multimodal LLM for Domain Generalization
Zhipeng Xu, Zilong Wang, Xinyang Jiang +3
cs.AIarXiv:2602.23777v12026
CoDAR: Continuous Diffusion Language Models are More Powerful Than You Think
Junzhe Shen, Jieru Zhao, Ziwei He +1
cs.CLcs.AIcs.LGarXiv:2603.02547v12026
Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures
Victor Mazzotti, Luiz Pereira, Marina Bitencourt dos Santos +4
cs.CLcs.AIarXiv:2609.10893v12026
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
Binxu Li, Tiankai Yan, Yuanting Pan +8
cs.CLcs.AIarXiv:2407.02483v22024
Generating Benchmarks for Factuality Evaluation of Language Models
Dor Muhlgay, Ori Ram, Inbal Magar +7
cs.CLcs.AIarXiv:2307.06908v22023
RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework
Zhengyang Zhou, Yang Wang, Xike Xie +2
cs.AIeess.SParXiv:2003.00819v12020
Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu
Farah Adeeba, Abdul Rafae Khan, Rajesh Bhatt +1
cs.CLcs.AIcs.LGarXiv:2609.10758v12026
GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
Zhengyu Li, Xiangfei Qiu, Yuhan Zhu +4
cs.LGcs.AIarXiv:2603.08032v22026
ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing
Ryan Liu, Nihar B. Shah
cs.CLcs.AIcs.DLarXiv:2306.00622v12023
Radiomics in Medical Imaging: Methods, Applications, and Challenges
Fnu Neha, Deepak kumar Shukla
eess.IVcs.AIcs.LGarXiv:2602.00102v12026
A Comprehensive Survey on Data Augmentation
Zaitian Wang, Pengfei Wang, Kunpeng Liu +6
cs.LGcs.AIarXiv:2405.09591v42024
On the Creativity of Large Language Models
Giorgio Franceschelli, Mirco Musolesi
cs.AIcs.CLcs.CYarXiv:2304.00008v52023
Using Text-to-Image Generation for Architectural Design Ideation
Ville Paananen, Jonas Oppenlaender, Aku Visuri
cs.HCcs.AIcs.CVarXiv:2304.10182v12023
Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries
Yiqiao Jin, Mohit Chandra, Gaurav Verma +3
cs.CLcs.AIarXiv:2310.13132v22023
Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems
Mason Nakamura, Abhinav Kumar, Saswat Das +5
cs.MAcs.AIcs.CLarXiv:2602.15198v22026
Data-Efficient Language Modeling: From Frontier Advancement to Principle-Guided Model Improvement
Shuxing Yang, Kaihao Zhu, Junjie Yang +13
cs.CLcs.AIarXiv:2609.10702v12026
HIQL: Offline Goal-Conditioned RL with Latent States as Actions
Seohong Park, Dibya Ghosh, Benjamin Eysenbach +1
cs.LGcs.AIcs.ROarXiv:2307.11949v42023
Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics
Chenhao Li, Andreas Krause, Marco Hutter
cs.ROcs.AIcs.LGarXiv:2501.10100v52025
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education
Arne Bewersdorff, Christian Hartmann, Marie Hornberger +6
cs.AIcs.CYarXiv:2401.00832v32024
Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models
Feng Chen, Liqin Wang, Julie Hong +2
cs.AIcs.CYcs.LGarXiv:2310.19917v32023
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
Kashif Rasul, Arjun Ashok, Andrew Robert Williams +15
cs.LGcs.AIarXiv:2310.08278v32023
M2F: Automated Formalization of Mathematical Literature at Scale
Zichen Wang, Wanli Ma, Zhenyu Ming +3
cs.AIarXiv:2602.17016v12026
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
Xudong Lu, Qi Liu, Yuhui Xu +5
cs.CLcs.AIcs.LGarXiv:2402.14800v22024
DRG-MAPPO: Hierarchical Dynamic Role-Graph Multi-Agent Reinforcement Learning for Cooperative Air Combat
Junlin Liu, Chengwei Li, Yang Gao +4
cs.AIarXiv:2609.11155v12026
Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia
Alexander Sasha Vezhnevets, John P. Agapiou, Avia Aharon +7
cs.AIcs.CLarXiv:2312.03664v22023
Flow Policy Gradients for Robot Control
Brent Yi, Hongsuk Choi, Himanshu Gaurav Singh +9
cs.ROcs.AIarXiv:2602.02481v12026
AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks
Max Ku, Cong Wei, Weiming Ren +2
cs.CVcs.AIcs.MMarXiv:2403.14468v42024
ChipBench: A Next-Step Benchmark for Evaluating LLM Performance in AI-Aided Chip Design
Zhongkai Yu, Chenyang Zhou, Yichen Lin +6
cs.AIcs.ARarXiv:2601.21448v22026
An Open Recipe for IMO Gold: Training Nemotron for Olympiad Mathematics
Ivan Moshkov, Stephen Ge, George Armstrong +3
cs.AIarXiv:2609.10712v12026
Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation
Anhao Zhao, Haoran Xin, Yingqi Fan +3
cs.LGcs.AIcs.CLarXiv:2605.16826v12026
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo +13
cs.AIcs.CLarXiv:2308.06374v12023
What Counts as AI Sycophancy? A Taxonomy and Expert Survey of a Fragmented Construct
Meryl Ye, Lujain Ibrahim, Jessica Y. Bo +5
cs.AIarXiv:2605.21778v12026
DynamicStereo: Consistent Dynamic Depth from Stereo Videos
Nikita Karaev, Ignacio Rocco, Benjamin Graham +3
cs.CVcs.AIarXiv:2305.02296v12023
CycleResearcher: Improving Automated Research via Automated Review
Yixuan Weng, Minjun Zhu, Guangsheng Bao +4
cs.CLcs.AIcs.CYarXiv:2411.00816v32024
We're Different, We're the Same: Creative Homogeneity Across LLMs
Emily Wenger, Yoed Kenett
cs.CYcs.AIcs.CLarXiv:2501.19361v12025
A Review of Deep Transfer Learning and Recent Advancements
Mohammadreza Iman, Khaled Rasheed, Hamid R. Arabnia
cs.LGcs.AIcs.CVarXiv:2201.09679v22022
Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals
Nate Gillman, Charles Herrmann, Michael Freeman +4
cs.CVcs.AIarXiv:2505.19386v22025
X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation
Haojun Zhang, Yi Zou, Min Chen +7
cs.SDcs.AIarXiv:2609.11412v12026
Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework
Aditya Aggarwal, Nahid Farhady Ghalaty
cs.SEcs.AIarXiv:2607.13091v12026
Summaries:한국어 简体中文
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Yutaro Yamada, Robert Tjarko Lange, Cong Lu +5
cs.AIcs.CLcs.LGarXiv:2504.08066v12025
Summaries:한국어
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
Qizhi Pei, Wei Zhang, Jinhua Zhu +5
cs.CLcs.AIcs.LGarXiv:2310.07276v32023
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem
Soohyun Ryu, Sohee Kim, Eunho Yang
cs.CVcs.AIarXiv:2609.07064v12026
A Comparative study Between Fuzzy Clustering Algorithm and Hard Clustering Algorithm
Dibya Jyoti Bora, Dr. Anil Kumar Gupta
cs.AIarXiv:1404.6059v12014
Nested conformal prediction and quantile out-of-bag ensemble methods
Chirag Gupta, Arun K. Kuchibhotla, Aaditya K. Ramdas
stat.MEcs.AImath.STarXiv:1910.10562v42019
The Causal-Neural Connection: Expressiveness, Learnability, and Inference
Kevin Xia, Kai-Zhan Lee, Yoshua Bengio +1
cs.LGcs.AIarXiv:2107.00793v32021
X-OPD: Cross-Modal On-Policy Distillation for Capability Alignment in Speech LLMs
Di Cao, Dongjie Fu, Hai Yu +3
eess.AScs.AIcs.CLarXiv:2603.24596v32026
Few-shot In-context Learning for Knowledge Base Question Answering
Tianle Li, Xueguang Ma, Alex Zhuang +3
cs.CLcs.AIarXiv:2305.01750v22023
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions
Mattia Soldan, Alejandro Pardo, Juan León Alcázar +4
cs.CVcs.AIarXiv:2112.00431v22021
DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training
Wei Li, Linchao Zhu, Longyin Wen +1
cs.CVcs.AIcs.CLarXiv:2303.03032v12023
B-Pref: Benchmarking Preference-Based Reinforcement Learning
Kimin Lee, Laura Smith, Anca Dragan +1
cs.LGcs.AIcs.HCarXiv:2111.03026v12021
Large Language Models and the Reverse Turing Test
Terrence Sejnowski
cs.CLcs.AIcs.LGarXiv:2207.14382v92022
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
Jeonghoon Kim, Jung Hyun Lee, Sungdong Kim +4
cs.LGcs.AIarXiv:2305.14152v22023
Formal Verification of Autonomous Vehicle Platooning
Maryam Kamali, Louise A. Dennis, Owen McAree +2
cs.AIcs.SEarXiv:1602.01718v12016
A Multi-Objective Deep Reinforcement Learning Framework
Thanh Thi Nguyen, Ngoc Duy Nguyen, Peter Vamplew +3
cs.LGcs.AIstat.MLarXiv:1803.02965v32018
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
Hengyu An, Jinghuai Zhang, Tianyu Du +4
cs.CRcs.AIcs.CLarXiv:2508.15310v12025
UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models
Hyunju Kang, Geonhee Han, Hogun Park
cs.LGcs.AIarXiv:2605.17285v12026
A spelling correction model for end-to-end speech recognition
Jinxi Guo, Tara N. Sainath, Ron J. Weiss
eess.AScs.AIcs.CLarXiv:1902.07178v12019
LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
Xixun Lin, Yucheng Ning, Jingwen Zhang +21
cs.AIarXiv:2509.18970v22025
ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization
Kourosh Darvish, Marta Skreta, Yuchi Zhao +9
cs.ROcs.AIarXiv:2401.06949v22024

Artificial Intelligence

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models

Reasoning-Driven Multimodal LLM for Domain Generalization

CoDAR: Continuous Diffusion Language Models are More Powerful Than You Think

Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

Generating Benchmarks for Factuality Evaluation of Language Models

RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework

Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu

GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables

ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing

Radiomics in Medical Imaging: Methods, Applications, and Challenges

A Comprehensive Survey on Data Augmentation

On the Creativity of Large Language Models

Using Text-to-Image Generation for Architectural Design Ideation

Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries

Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems

Data-Efficient Language Modeling: From Frontier Advancement to Principle-Guided Model Improvement

HIQL: Offline Goal-Conditioned RL with Latent States as Actions

Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics

Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education

Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

M2F: Automated Formalization of Mathematical Literature at Scale

Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

DRG-MAPPO: Hierarchical Dynamic Role-Graph Multi-Agent Reinforcement Learning for Cooperative Air Combat

Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia

Flow Policy Gradients for Robot Control

AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks

ChipBench: A Next-Step Benchmark for Evaluating LLM Performance in AI-Aided Chip Design

An Open Recipe for IMO Gold: Training Nemotron for Olympiad Mathematics

Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation

Large Language Models and Knowledge Graphs: Opportunities and Challenges

What Counts as AI Sycophancy? A Taxonomy and Expert Survey of a Fragmented Construct

DynamicStereo: Consistent Dynamic Depth from Stereo Videos

CycleResearcher: Improving Automated Research via Automated Review

We're Different, We're the Same: Creative Homogeneity Across LLMs

A Review of Deep Transfer Learning and Recent Advancements

Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals

X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation

Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework

The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

A Comparative study Between Fuzzy Clustering Algorithm and Hard Clustering Algorithm

Nested conformal prediction and quantile out-of-bag ensemble methods

The Causal-Neural Connection: Expressiveness, Learnability, and Inference

X-OPD: Cross-Modal On-Policy Distillation for Capability Alignment in Speech LLMs

Few-shot In-context Learning for Knowledge Base Question Answering

MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions

DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training

B-Pref: Benchmarking Preference-Based Reinforcement Learning

Large Language Models and the Reverse Turing Test

Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization

Formal Verification of Autonomous Vehicle Platooning

A Multi-Objective Deep Reinforcement Learning Framework

IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents

UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models

A spelling correction model for end-to-end speech recognition

LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions

ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization