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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5,701 to 5,760 of 15,455

AdaptThink: Reasoning Models Can Learn When to Think
Jiajie Zhang, Nianyi Lin, Lei Hou +2
cs.CLcs.AIcs.LGarXiv:2505.13417v12025
Transfiver: Human-AI Co-Inference through a Shared Editable State
Minji Park, Seunghyun Yoon, Hyuk Lim
cs.AIcs.CLcs.HCarXiv:2609.03797v12026
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu +2
cs.CVcs.AIarXiv:2503.06923v22025
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers
Ziyang Luo, Zhiqi Shen, Wenzhuo Yang +7
cs.AIcs.CLarXiv:2508.14704v12025
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
Shaolei Zhang, Qingkai Fang, Zhe Yang +1
cs.CVcs.AIcs.CLarXiv:2501.03895v22025
PLAS: Latent Action Space for Offline Reinforcement Learning
Wenxuan Zhou, Sujay Bajracharya, David Held
cs.ROcs.AIcs.LGarXiv:2011.07213v12020
Benchmarking Cognitive Biases in Large Language Models as Evaluators
Ryan Koo, Minhwa Lee, Vipul Raheja +3
cs.CLcs.AIcs.LGarXiv:2309.17012v32023
WorldScore: A Unified Evaluation Benchmark for World Generation
Haoyi Duan, Hong-Xing Yu, Sirui Chen +2
cs.GRcs.AIcs.CVarXiv:2504.00983v22025
PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding
Wei Chow, Jiageng Mao, Boyi Li +3
cs.CVcs.AIcs.CLarXiv:2501.16411v22025
Air-Ground Collaborative Vision-and-Language Navigation via Shared Bird's-Eye Maps
Shuning Zhang, Liang Li, Yunheng Wang +3
cs.ROcs.AIarXiv:2609.03483v12026
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
Rishabh Agarwal, Marlos C. Machado, Pablo Samuel Castro +1
cs.LGcs.AIstat.MLarXiv:2101.05265v22021
Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification
Anqi Zhang, Yulin Chen, Jane Pan +4
cs.AIcs.CLarXiv:2504.05419v12025
EEG-to-Report: An Annotation and Feature-Text Framework for Training Language Models on Clinical EEG
Xuan-The Tran, Le Trung Kien Nguyen
cs.AIarXiv:2608.26153v12026
ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing
Roshan Prakash Rane, Marco Simnacher, Manuel Pfeuffer +7
cs.LGcs.AIcs.CVarXiv:2608.26083v12026
Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations
Kunal Handa, Alex Tamkin, Miles McCain +12
cs.CYcs.AIcs.CLarXiv:2503.04761v12025
PANDA - Prototype-Anchored Alignment for Partially Unpaired Multimodal Learning, with Applications to Alzheimers MRI and TCGA Pathology
Sheethal Bhat, Mahfuzur Rahman Chowdhury, Paula Andrea Perez-Toro +4
cs.CVcs.AIarXiv:2608.25970v12026
PromptArmor: Simple yet Effective Prompt Injection Defenses
Tianneng Shi, Kaijie Zhu, Zhun Wang +13
cs.CRcs.AIarXiv:2507.15219v12025
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
Jack Hong, Shilin Yan, Jiayin Cai +3
cs.CVcs.AIarXiv:2502.04326v32025
Scientific production in the era of Large Language Models
Keigo Kusumegi, Xinyu Yang, Paul Ginsparg +3
cs.DLcs.AIcs.CYarXiv:2601.13187v12026
Entity-level Factual Consistency of Abstractive Text Summarization
Feng Nan, Ramesh Nallapati, Zhiguo Wang +5
cs.CLcs.AIarXiv:2102.09130v12021
GRIT: Teaching MLLMs to Think with Images
Yue Fan, Xuehai He, Diji Yang +6
cs.CVcs.AIcs.CLarXiv:2505.15879v22025
Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
Ye Wang, Ziheng Wang, Boshen Xu +14
cs.CVcs.AIcs.CLarXiv:2503.13377v32025
LLMs for Academic Workflows: An Evaluation of Literature Reviews Generated with Short and Long Context Windows of LLMs
Muhammad Ali Chaudhry, Xinyuan Hao, Haifa Alwahaby
cs.AIcs.HCcs.IRarXiv:2608.26145v12026
Knowledge Base Completion: Baselines Strike Back
Rudolf Kadlec, Ondrej Bajgar, Jan Kleindienst
cs.LGcs.AIarXiv:1705.10744v12017
Multi-Agent Risks from Advanced AI
Lewis Hammond, Alan Chan, Jesse Clifton +41
cs.MAcs.AIcs.CYarXiv:2502.14143v12025
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
Yi Shen, Jian Zhang, Jieyun Huang +7
cs.LGcs.AIarXiv:2503.04472v32025
ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy
Yuhui Chen, Shuai Tian, Shugao Liu +3
cs.ROcs.AIarXiv:2502.05450v22025
Emotion Concepts and their Function in a Large Language Model
Nicholas Sofroniew, Isaac Kauvar, William Saunders +13
cs.AIcs.CLarXiv:2604.07729v12026
Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving
Yong Lin, Shange Tang, Bohan Lyu +8
cs.LGcs.AIarXiv:2502.07640v32025
Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details
Zeqiang Lai, Yunfei Zhao, Haolin Liu +23
cs.CVcs.AIarXiv:2506.16504v12025
Skywork Open Reasoner 1 Technical Report
Jujie He, Jiacai Liu, Chris Yuhao Liu +14
cs.LGcs.AIcs.CLarXiv:2505.22312v22025
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations
Hyeong-Seok Choi, Juheon Lee, Wansoo Kim +3
cs.SDcs.AIeess.ASarXiv:2110.14513v22021
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Mingjie Liu, Shizhe Diao, Ximing Lu +5
cs.CLcs.AIarXiv:2505.24864v12025
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Yutao Yang, Junsong Li, Qianjun Pan +9
cs.AIarXiv:2603.01145v22026
DeepEyesV2: Toward Agentic Multimodal Model
Jack Hong, Chenxiao Zhao, ChengLin Zhu +3
cs.CVcs.AIarXiv:2511.05271v42025
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors
Duo Zheng, Shijia Huang, Yanyang Li +1
cs.CVcs.AIarXiv:2505.24625v32025
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
Xin Cheng, Rui Tian, Wangding Zeng +18
cs.CLcs.AIarXiv:2601.07372v22026
SciFive: a text-to-text transformer model for biomedical literature
Long N. Phan, James T. Anibal, Hieu Tran +4
cs.CLcs.AIcs.LGarXiv:2106.03598v12021
Entailment as Few-Shot Learner
Sinong Wang, Han Fang, Madian Khabsa +2
cs.CLcs.AIarXiv:2104.14690v12021
RWKV-7 "Goose" with Expressive Dynamic State Evolution
Bo Peng, Ruichong Zhang, Daniel Goldstein +15
cs.CLcs.AIcs.LGarXiv:2503.14456v22025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Daoguang Zan, Zhirong Huang, Wei Liu +16
cs.SEcs.AIcs.CLarXiv:2504.02605v12025
Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling
Trae Research Team, Pengfei Gao, Zhao Tian +12
cs.SEcs.AIarXiv:2507.23370v12025
CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning
Bo Zeng, Linfeng Gao, Peiqin Lin +9
cs.AIarXiv:2609.03526v12026
DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks
Yupei Liu, Yuqi Jia, Jinyuan Jia +2
cs.CRcs.AIarXiv:2504.11358v42025
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
Kelvin Guu, Panupong Pasupat, Evan Zheran Liu +1
cs.AIcs.LGstat.MLarXiv:1704.07926v12017
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Fengli Xu, Qianyue Hao, Zefang Zong +17
cs.AIcs.CLarXiv:2501.09686v32025
Autonomous Drone Racing with Deep Reinforcement Learning
Yunlong Song, Mats Steinweg, Elia Kaufmann +1
cs.ROcs.AIarXiv:2103.08624v22021
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
Zhiyuan Liu, Yicun Yang, Yaojie Zhang +6
cs.LGcs.AIcs.CLarXiv:2506.06295v32025
Multiple decision trees
Suk Wah Kwok, Chris Carter
cs.LGcs.AIstat.MLarXiv:1304.2363v12013
Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward
Renjun Xu, Yang Yan
cs.MAcs.AIarXiv:2602.12430v42026
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
Tilman Räuker, Anson Ho, Stephen Casper +1
cs.LGcs.AIcs.CLarXiv:2207.13243v62022
Composite Monte Carlo Decision Making under High Uncertainty of Novel Coronavirus Epidemic Using Hybridized Deep Learning and Fuzzy Rule Induction
Simon James Fong, Gloria Li, Nilanjan Dey +2
cs.AIq-bio.PEarXiv:2003.09868v12020
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
Ivan Evtimov, Arman Zharmagambetov, Aaron Grattafiori +2
cs.CRcs.AIarXiv:2504.18575v32025
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning
NVIDIA, :, Alisson Azzolini +51
cs.AIcs.CVcs.LGarXiv:2503.15558v32025
On the Effects of Data Scale on UI Control Agents
Wei Li, William Bishop, Alice Li +4
cs.AIcs.LGarXiv:2406.03679v62024
Nested Learning: The Illusion of Deep Learning Architectures
Ali Behrouz, Meisam Razaviyayn, Peilin Zhong +1
cs.LGcs.AIarXiv:2512.24695v12025
Evaluation and Benchmarking of LLM Agents: A Survey
Mahmoud Mohammadi, Yipeng Li, Jane Lo +1
cs.LGcs.AIarXiv:2507.21504v12025
mHC: Manifold-Constrained Hyper-Connections
Zhenda Xie, Yixuan Wei, Huanqi Cao +17
cs.CLcs.AIcs.LGarXiv:2512.24880v22025
The Diffusion Duality
Subham Sekhar Sahoo, Justin Deschenaux, Aaron Gokaslan +3
cs.LGcs.AIcs.CLarXiv:2506.10892v32025
A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)
Abul Ehtesham, Aditi Singh, Gaurav Kumar Gupta +1
cs.AIarXiv:2505.02279v22025

Artificial Intelligence

AdaptThink: Reasoning Models Can Learn When to Think

Transfiver: Human-AI Co-Inference through a Shared Editable State

From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token

PLAS: Latent Action Space for Offline Reinforcement Learning

Benchmarking Cognitive Biases in Large Language Models as Evaluators

WorldScore: A Unified Evaluation Benchmark for World Generation

PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding

Air-Ground Collaborative Vision-and-Language Navigation via Shared Bird's-Eye Maps

Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning

Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification

EEG-to-Report: An Annotation and Feature-Text Framework for Training Language Models on Clinical EEG

ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing

Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations

PANDA - Prototype-Anchored Alignment for Partially Unpaired Multimodal Learning, with Applications to Alzheimers MRI and TCGA Pathology

PromptArmor: Simple yet Effective Prompt Injection Defenses

WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs

Scientific production in the era of Large Language Models

Entity-level Factual Consistency of Abstractive Text Summarization

GRIT: Teaching MLLMs to Think with Images

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding

LLMs for Academic Workflows: An Evaluation of Literature Reviews Generated with Short and Long Context Windows of LLMs

Knowledge Base Completion: Baselines Strike Back

Multi-Agent Risks from Advanced AI

DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models

ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy

Emotion Concepts and their Function in a Large Language Model

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details

Skywork Open Reasoner 1 Technical Report

Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

DeepEyesV2: Toward Agentic Multimodal Model

Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

SciFive: a text-to-text transformer model for biomedical literature

Entailment as Few-Shot Learner

RWKV-7 "Goose" with Expressive Dynamic State Evolution

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling

CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning

DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks

From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Autonomous Drone Racing with Deep Reinforcement Learning

dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching

Multiple decision trees

Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward

Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks

Composite Monte Carlo Decision Making under High Uncertainty of Novel Coronavirus Epidemic Using Hybridized Deep Learning and Fuzzy Rule Induction

WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks

Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

On the Effects of Data Scale on UI Control Agents

Nested Learning: The Illusion of Deep Learning Architectures

Evaluation and Benchmarking of LLM Agents: A Survey

mHC: Manifold-Constrained Hyper-Connections

The Diffusion Duality

A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)