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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24,841 to 24,900 of 27,149

Limitations of Large Language Models in Clinical Problem-Solving Arising from Inflexible Reasoning
Jonathan Kim, Anna Podlasek, Kie Shidara +3
cs.CLcs.AIarXiv:2502.04381v12025
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
Caorui Li, Yu Chen, Yiyan Ji +40
cs.AIarXiv:2510.10689v32025
Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions
Saffron Huang, Esin Durmus, Miles McCain +7
cs.CLcs.AIcs.CYarXiv:2504.15236v12025
Efficient Reasoning Models: A Survey
Sicheng Feng, Gongfan Fang, Xinyin Ma +1
cs.CLcs.AIarXiv:2504.10903v22025
L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
Pranjal Aggarwal, Sean Welleck
cs.CLcs.AIcs.LGarXiv:2503.04697v22025
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Yixin Liu, Kai Zhang, Yuan Li +9
cs.CVcs.AIcs.LGarXiv:2402.17177v32024
School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs
Mia Taylor, James Chua, Jan Betley +2
cs.AIarXiv:2508.17511v12025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Daoguang Zan, Zhirong Huang, Wei Liu +16
cs.SEcs.AIcs.CLarXiv:2504.02605v12025
LLM Inference Unveiled: Survey and Roofline Model Insights
Zhihang Yuan, Yuzhang Shang, Yang Zhou +11
cs.CLcs.AIarXiv:2402.16363v62024
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers
Shalev Lifshitz, Sheila A. McIlraith, Yilun Du
cs.AIarXiv:2502.20379v12025
The Effect of Sampling Temperature on Problem Solving in Large Language Models
Matthew Renze, Erhan Guven
cs.CLcs.AIarXiv:2402.05201v32024
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
Zihao Zhu, Xinyu Wu, Gehan Hu +3
cs.AIcs.CLarXiv:2509.24269v12025
OmniAvatar: Efficient Audio-Driven Avatar Video Generation with Adaptive Body Animation
Qijun Gan, Ruizi Yang, Jianke Zhu +2
cs.CVcs.AIcs.MMarXiv:2506.18866v12025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Marianne Arriola, Aaron Gokaslan, Justin T. Chiu +5
cs.LGcs.AIarXiv:2503.09573v32025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
Dayu Yang, Tianyang Liu, Daoan Zhang +8
cs.CLcs.AIcs.LGarXiv:2502.19411v12025
PromptArmor: Simple yet Effective Prompt Injection Defenses
Tianneng Shi, Kaijie Zhu, Zhun Wang +13
cs.CRcs.AIarXiv:2507.15219v12025
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Abhimanyu Hans, Avi Schwarzschild, Valeriia Cherepanova +5
cs.CLcs.AIcs.LGarXiv:2401.12070v32024
An Investigation of Incorporating Mamba for Speech Enhancement
Rong Chao, Wen-Huang Cheng, Moreno La Quatra +4
cs.SDcs.AIeess.ASarXiv:2405.06573v22024
S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput
Yunho Jin, Chun-Feng Wu, David Brooks +1
cs.ARcs.AIarXiv:2306.06000v12023
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca +9
cs.LGcs.AIcs.NEarXiv:2502.14546v12025
MMTEB: Massive Multilingual Text Embedding Benchmark
Kenneth Enevoldsen, Isaac Chung, Imene Kerboua +83
cs.CLcs.AIcs.IRarXiv:2502.13595v42025
KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider
Jiahao Wang, Jinbo Han, Xingda Wei +6
cs.DCcs.AIarXiv:2506.02634v52025
Phantom: Subject-consistent video generation via cross-modal alignment
Lijie Liu, Tianxiang Ma, Bingchuan Li +6
cs.CVcs.AIarXiv:2502.11079v22025
Intuitive physics understanding emerges from self-supervised pretraining on natural videos
Quentin Garrido, Nicolas Ballas, Mahmoud Assran +5
cs.CVcs.AIarXiv:2502.11831v12025
JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks
Weidi Luo, Siyuan Ma, Xiaogeng Liu +2
cs.CRcs.AIcs.CLarXiv:2404.03027v42024
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
Mingqi Wu, Zhihao Zhang, Qiaole Dong +11
cs.LGcs.AIcs.CLarXiv:2507.10532v32025
House of Cards: Massive Weights in LLMs
Jaehoon Oh, Seungjun Shin, Dokwan Oh
cs.LGcs.AIcs.CLarXiv:2410.01866v22024
Universal Self-Consistency for Large Language Model Generation
Xinyun Chen, Renat Aksitov, Uri Alon +7
cs.CLcs.AIarXiv:2311.17311v12023
Maximizing Confidence Alone Improves Reasoning
Mihir Prabhudesai, Lili Chen, Alex Ippoliti +3
cs.LGcs.AIarXiv:2505.22660v42025
OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling
Zengzhi Wang, Fan Zhou, Xuefeng Li +1
cs.CLcs.AIcs.LGarXiv:2506.20512v12025
ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation
Wenlong Huang, Chen Wang, Yunzhu Li +2
cs.ROcs.AIcs.CVarXiv:2409.01652v22024
Large Language Models in Education: Vision and Opportunities
Wensheng Gan, Zhenlian Qi, Jiayang Wu +1
cs.AIarXiv:2311.13160v12023
Large Language Models in Finance: A Survey
Yinheng Li, Shaofei Wang, Han Ding +1
q-fin.GNcs.AIcs.CLarXiv:2311.10723v22023
Multi-agent Embodied AI: Advances and Future Directions
Zhaohan Feng, Ruiqi Xue, Lei Yuan +7
cs.AIcs.MAarXiv:2505.05108v22025
PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding
Wei Chow, Jiageng Mao, Boyi Li +3
cs.CVcs.AIcs.CLarXiv:2501.16411v22025
Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and grey literature in multiple languages
Qusai Khraisha, Sophie Put, Johanna Kappenberg +2
cs.CLcs.AIcs.LGarXiv:2310.17526v22023
Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey
Pranav Singh Chib, Pravendra Singh
cs.ROcs.AIcs.CVarXiv:2307.04370v22023
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
Chih-Kai Yang, Neo S. Ho, Hung-yi Lee
eess.AScs.AIcs.CLarXiv:2505.15957v42025
ImgTrojan: Jailbreaking Vision-Language Models with ONE Image
Xijia Tao, Shuai Zhong, Lei Li +2
cs.CVcs.AIarXiv:2403.02910v32024
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
Mohamed Amine Ferrag, Norbert Tihanyi, Merouane Debbah
cs.AIcs.LGarXiv:2504.19678v22025
Improved Baselines with Visual Instruction Tuning
Haotian Liu, Chunyuan Li, Yuheng Li +1
cs.CVcs.AIcs.CLarXiv:2310.03744v22023
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
An Yang, Beichen Zhang, Binyuan Hui +13
cs.CLcs.AIcs.LGarXiv:2409.12122v12024
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
Jinyan Su, Terry Yue Zhuo, Di Wang +1
cs.CLcs.AIarXiv:2306.05540v12023
Safeguarding Large Language Models: A Survey
Yi Dong, Ronghui Mu, Yanghao Zhang +9
cs.CRcs.AIarXiv:2406.02622v12024
Federated In-Context LLM Agent Learning
Panlong Wu, Kangshuo Li, Junbao Nan +1
cs.LGcs.AIcs.CLarXiv:2412.08054v12024
From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Yuntian Deng, Yejin Choi, Stuart Shieber
cs.CLcs.AIcs.LGarXiv:2405.14838v12024
Understanding the planning of LLM agents: A survey
Xu Huang, Weiwen Liu, Xiaolong Chen +6
cs.AIcs.CLcs.LGarXiv:2402.02716v12024
API Agents vs. GUI Agents: Divergence and Convergence
Chaoyun Zhang, Shilin He, Liqun Li +5
cs.AIcs.HCarXiv:2503.11069v22025
Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Taicheng Guo, Xiuying Chen, Yaqi Wang +5
cs.CLcs.AIcs.MAarXiv:2402.01680v22024
Kolmogorov-Arnold Networks (KANs) for Time Series Analysis
Cristian J. Vaca-Rubio, Luis Blanco, Roberto Pereira +1
eess.SPcs.AIcs.LGarXiv:2405.08790v22024
A Hitchhiker's Guide to Scaling Law Estimation
Leshem Choshen, Yang Zhang, Jacob Andreas
cs.LGcs.AIcs.CLarXiv:2410.11840v22024
Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback
Nikhil Mehta, Milagro Teruel, Patricio Figueroa Sanz +3
cs.CLcs.AIarXiv:2304.10750v22023
Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI
Yang Liu, Weixing Chen, Yongjie Bai +4
cs.CVcs.AIcs.LGarXiv:2407.06886v82024
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
Ziyang Wang, Shoubin Yu, Elias Stengel-Eskin +4
cs.CVcs.AIcs.CLarXiv:2405.19209v32024
Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?
Arjun Majumdar, Karmesh Yadav, Sergio Arnaud +12
cs.CVcs.AIcs.LGarXiv:2303.18240v22023
Small Language Models: Survey, Measurements, and Insights
Zhenyan Lu, Xiang Li, Dongqi Cai +5
cs.CLcs.AIcs.LGarXiv:2409.15790v32024
InceptionNeXt: When Inception Meets ConvNeXt
Weihao Yu, Pan Zhou, Shuicheng Yan +1
cs.CVcs.AIcs.LGarXiv:2303.16900v32023
Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving
Ruoyu Qin, Zheming Li, Weiran He +4
cs.DCcs.AIcs.ARarXiv:2407.00079v42024
Mantis: A Versatile Vision-Language-Action Model with Disentangled Visual Foresight
Yi Yang, Xueqi Li, Yiyang Chen +7
cs.CVcs.AIarXiv:2511.16175v22025
TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval
Özay Ezerceli, Mahmoud El Hussieni, Selva Taş +4
cs.CLcs.AIcs.IRarXiv:2511.16528v12025

Artificial Intelligence

Limitations of Large Language Models in Clinical Problem-Solving Arising from Inflexible Reasoning

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs

Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions

Efficient Reasoning Models: A Survey

L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs

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

LLM Inference Unveiled: Survey and Roofline Model Insights

Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

The Effect of Sampling Temperature on Problem Solving in Large Language Models

AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models

OmniAvatar: Efficient Audio-Driven Avatar Video Generation with Adaptive Body Animation

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs

PromptArmor: Simple yet Effective Prompt Injection Defenses

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

An Investigation of Incorporating Mamba for Speech Enhancement

S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput

Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks

MMTEB: Massive Multilingual Text Embedding Benchmark

KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider

Phantom: Subject-consistent video generation via cross-modal alignment

Intuitive physics understanding emerges from self-supervised pretraining on natural videos

JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

House of Cards: Massive Weights in LLMs

Universal Self-Consistency for Large Language Model Generation

Maximizing Confidence Alone Improves Reasoning

OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling

ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation

Large Language Models in Education: Vision and Opportunities

Large Language Models in Finance: A Survey

Multi-agent Embodied AI: Advances and Future Directions

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

Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and grey literature in multiple languages

Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey

ImgTrojan: Jailbreaking Vision-Language Models with ONE Image

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Improved Baselines with Visual Instruction Tuning

Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

Safeguarding Large Language Models: A Survey

Federated In-Context LLM Agent Learning

From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Understanding the planning of LLM agents: A survey

API Agents vs. GUI Agents: Divergence and Convergence

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Kolmogorov-Arnold Networks (KANs) for Time Series Analysis

A Hitchhiker's Guide to Scaling Law Estimation

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback

Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI

VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos

Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?

Small Language Models: Survey, Measurements, and Insights

InceptionNeXt: When Inception Meets ConvNeXt

Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving

Mantis: A Versatile Vision-Language-Action Model with Disentangled Visual Foresight

TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval