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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181 to 240 of 15,222

Social Chemistry 101: Learning to Reason about Social and Moral Norms
Maxwell Forbes, Jena D. Hwang, Vered Shwartz +2
cs.CLcs.AIarXiv:2011.00620v32020
When Entropy Is Not Enough: Reclaiming Lost Semantics in LLM Output Length Prediction
Feiyang Ren, Shengtao Wen, Lingbing Guo +3
cs.AIarXiv:2608.15592v12026
Open Question Answering over Tables and Text
Wenhu Chen, Ming-Wei Chang, Eva Schlinger +2
cs.CLcs.AIarXiv:2010.10439v22020
Dynamic Early Exit in Reasoning Models
Chenxu Yang, Qingyi Si, Yongjie Duan +6
cs.CLcs.AIarXiv:2504.15895v32025
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
Zhiwei He, Tian Liang, Jiahao Xu +12
cs.CLcs.AIarXiv:2504.11456v22025
SEAL: Steerable Reasoning Calibration of Large Language Models for Free
Runjin Chen, Zhenyu Zhang, Junyuan Hong +2
cs.CLcs.AIarXiv:2504.07986v32025
The Quality of Claude AI-authored Python Tests Is Not Weaker Than Human-authored Tests
Douglas J. Leith
cs.SEcs.AIarXiv:2608.15188v12026
Calibrated Trust, Not Sharper Prediction: An Empirical Test of Uncertainty Fusion
Surya Saka
cs.LGcs.AIcs.CLarXiv:2608.14617v12026
Plausible but Not Valid: A Psychometric Audit of LLMs as Synthetic Survey Respondents
Mantas Lukauskas, Viktorija Šarkauskaitė
cs.CYcs.AIcs.CLarXiv:2608.14606v12026
HiCo-GS: Hierarchical Context Aggregation and Geometric Consistency for Octree Gaussian Splatting
Wei Zhang, Shengkai Yu, Shiqiang Gong +3
cs.CVcs.AIarXiv:2608.14136v12026
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
Ziyue Wang, Junde Wu, Linghan Cai +4
cs.AIarXiv:2503.18968v32025
Online Bayesian Goal Inference for Boundedly-Rational Planning Agents
Tan Zhi-Xuan, Jordyn L. Mann, Tom Silver +2
cs.AIarXiv:2006.07532v22020
TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs
Yuxiang Zhang, Zhengxu Yu, Weihang Pan +5
cs.LGcs.AIarXiv:2511.13223v12025
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
Shanghua Gao, Richard Zhu, Zhenglun Kong +5
cs.AIcs.LGarXiv:2503.10970v12025
Evidence-RL: Towards Evidence-intensive Visual Reasoning
Haojie Huang, Xinlei Yu, Chengming Xu +6
cs.CVcs.AIarXiv:2608.08021v12026
Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection
Xuechao Zou, Shun Zhang, Kai Li +6
cs.CVcs.AIcs.MAarXiv:2608.06865v12026
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning
Zishan Xu, Zhiyuan Yao, Yuxin Chen +9
cs.AIarXiv:2608.06197v12026
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
Shaobo Wang, Yicun Yang, Zhiyuan Liu +4
cs.CVcs.AIcs.LGarXiv:2502.20653v12025
Summaries:한국어
Weights or Skills? A Survey of Robot-Learning Techniques: from Action-Predicting Weights to Robots that Write their Own Skills
Gaytri Jena, Kapil Wanaskar, Vinija Jain +3
cs.ROcs.AIarXiv:2608.01851v12026
CollabLLM: From Passive Responders to Active Collaborators
Shirley Wu, Michel Galley, Baolin Peng +7
cs.AIarXiv:2502.00640v32025
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought
Violet Xiang, Charlie Snell, Kanishk Gandhi +11
cs.AIcs.CLarXiv:2501.04682v12025
Reasoning Denoiser: Denoising Reasoning Traces for Hallucination Detection in Large Reasoning Models
Junlin Fang, Do Nguyen-Thanh, Xiaogang Xu +2
cs.AIcs.LGarXiv:2607.22098v12026
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback
Yucheng Zhou, Lingran Song, Jianbing Shen
cs.CLcs.AIcs.CVarXiv:2501.01377v22025
Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model
Xinghang Li, Jun Guo, Qiwei Li +21
cs.ROcs.AIarXiv:2607.11643v12026
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
Linke Ouyang, Yuan Qu, Hongbin Zhou +17
cs.CVcs.AIcs.IRarXiv:2412.07626v22024
Frontier Models are Capable of In-context Scheming
Alexander Meinke, Bronson Schoen, Jérémy Scheurer +3
cs.AIcs.LGarXiv:2412.04984v22024
Church: a language for generative models
Noah Goodman, Vikash Mansinghka, Daniel M. Roy +2
cs.PLcs.AIcs.LOarXiv:1206.3255v22012
Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning
Wenzheng Zeng, Siyi Jiao, Chen Gao +2
cs.CVcs.AIcs.MMarXiv:2607.02963v12026
VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement
Seohyun Lee, Seoung Choi, Dohwan Ko +2
cs.CVcs.AIarXiv:2607.00446v12026
Large Language Model-Brained GUI Agents: A Survey
Chaoyun Zhang, Shilin He, Jiaxu Qian +10
cs.AIcs.CLcs.HCarXiv:2411.18279v122024
Beyond IID: How General Are Tabular Foundation Models, Really?
Lennart Purucker, Andrej Tschalzev, Nick Erickson +7
cs.LGcs.AIarXiv:2606.30410v12026
Summaries:한국어
PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation
Shaowei Liu, Zhongzheng Ren, Saurabh Gupta +1
cs.CVcs.AIcs.LGarXiv:2409.18964v12024
LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts
Yijia Xiao, Edward Sun, Tianyu Liu +1
cs.AIcs.CLcs.CVarXiv:2407.04973v12024
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Shaoxiong Ji, Shirui Pan, Erik Cambria +2
cs.CLcs.AIarXiv:2002.00388v42020
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
Xin Lai, Zhuotao Tian, Yukang Chen +3
cs.LGcs.AIcs.CLarXiv:2406.18629v12024
OR-Bench: An Over-Refusal Benchmark for Large Language Models
Justin Cui, Wei-Lin Chiang, Ion Stoica +1
cs.CLcs.AIarXiv:2405.20947v52024
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
John Yang, Carlos E. Jimenez, Alexander Wettig +4
cs.SEcs.AIcs.CLarXiv:2405.15793v32024
GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents
Xiao Zhou, Siyue Zhang, Yilun Zhao +4
cs.AIarXiv:2606.24551v12026
CAVEWOMAN: How Large Language Models Behave Under Linguistic Input and Output Compression
Morayo Danielle Adeyemi, Ryan A. Rossi, Franck Dernoncourt
cs.CLcs.AIcs.LGarXiv:2606.24083v12026
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich +10
cs.CLcs.AIcs.LGarXiv:2404.16710v42024
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback
Ming Li, Taojiannan Yang, Huafeng Kuang +4
cs.CVcs.AIcs.LGarXiv:2404.07987v42024
Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking
Jiwan Chung, JiHyuk Byun, Vibhav Vineet +1
cs.AIcs.LGarXiv:2606.15673v22026
CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?
Yuxin Zhang, Ju Fan, Meihao Fan +2
cs.AIcs.CLarXiv:2606.15300v12026
Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey
Zhichen Dong, Zhanhui Zhou, Chao Yang +2
cs.CLcs.AIcs.CYarXiv:2402.09283v32024
From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI
Yongheng Zhang, Ziang Liu, Jiaxuan Zhu +17
cs.AIarXiv:2606.14502v22026
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
Dongyang Liu, Renrui Zhang, Longtian Qiu +16
cs.CVcs.AIcs.CLarXiv:2402.05935v32024
Reliable Fine-Grained Evaluation of Natural Language Math Proofs
Wenjie Ma, Andrei Cojocaru, Neel Kolhe +6
cs.CLcs.AIarXiv:2510.13888v22025
Improving Factual Consistency of Abstractive Summarization via Question Answering
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu +7
cs.CLcs.AIarXiv:2105.04623v12021
Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences
Yangshijie Zhang
cs.AIcs.CLcs.CRarXiv:2502.17392v12025
A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning
Anjie Liu, Jianhong Wang, Samuel Kaski +2
cs.AIcs.LGcs.MAarXiv:2510.17697v42025
Fair Transfer of Multiple Style Attributes in Text
Karan Dabas, Nishtha Madan, Vijay Arya +3
cs.CLcs.AIcs.LGarXiv:2001.06693v12020
Training Language Models with Language Feedback
Jérémy Scheurer, Jon Ander Campos, Jun Shern Chan +3
cs.CLcs.AIcs.LGarXiv:2204.14146v42022
Brain-Inspired Stochastic Joint Embedding Representation Learning
Makoto Yamada, Kian Ming A. Chai, Ayoub Rhim +3
cs.CVcs.AIcs.LGarXiv:2505.11129v22025
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
Jiacheng Liu, Skyler Hallinan, Ximing Lu +4
cs.CLcs.AIarXiv:2210.03078v22022
Visual Representation Learning with Stochastic Frame Prediction
Huiwon Jang, Dongyoung Kim, Junsu Kim +3
cs.CVcs.AIcs.LGarXiv:2406.07398v22024
DeepSeek-V3 Technical Report
DeepSeek-AI, Aixin Liu, Bei Feng +197
cs.CLcs.AIarXiv:2412.19437v22024
Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills
Dawei Liu, Zongxia Li, Hongyang Du +4
cs.AIarXiv:2604.05333v42026
VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
Qianli Ma, Yaowei Zheng, Zhelun Shi +9
cs.CLcs.AIcs.DCarXiv:2508.02317v32025
Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks
Yue Hu, Yuhang Zhang, Yanbing Wang +1
cs.AIarXiv:2304.11513v12023
Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference
Xiaowei Mao, Bowen Sui, Weijie Zhang +7
cs.CVcs.AIarXiv:2604.23724v42026

Artificial Intelligence

Social Chemistry 101: Learning to Reason about Social and Moral Norms

When Entropy Is Not Enough: Reclaiming Lost Semantics in LLM Output Length Prediction

Open Question Answering over Tables and Text

Dynamic Early Exit in Reasoning Models

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

SEAL: Steerable Reasoning Calibration of Large Language Models for Free

The Quality of Claude AI-authored Python Tests Is Not Weaker Than Human-authored Tests

Calibrated Trust, Not Sharper Prediction: An Empirical Test of Uncertainty Fusion

Plausible but Not Valid: A Psychometric Audit of LLMs as Synthetic Survey Respondents

HiCo-GS: Hierarchical Context Aggregation and Geometric Consistency for Octree Gaussian Splatting

MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Online Bayesian Goal Inference for Boundedly-Rational Planning Agents

TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs

TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Evidence-RL: Towards Evidence-intensive Visual Reasoning

Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

Dataset Distillation with Neural Characteristic Function: A Minmax Perspective

Weights or Skills? A Survey of Robot-Learning Techniques: from Action-Predicting Weights to Robots that Write their Own Skills

CollabLLM: From Passive Responders to Active Collaborators

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought

Reasoning Denoiser: Denoising Reasoning Traces for Hallucination Detection in Large Reasoning Models

Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback

Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Frontier Models are Capable of In-context Scheming

Church: a language for generative models

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning

VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement

Large Language Model-Brained GUI Agents: A Survey

Beyond IID: How General Are Tabular Foundation Models, Really?

PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation

LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

A Survey on Knowledge Graphs: Representation, Acquisition and Applications

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

OR-Bench: An Over-Refusal Benchmark for Large Language Models

SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents

CAVEWOMAN: How Large Language Models Behave Under Linguistic Input and Output Compression

LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback

Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking

CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?

Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Reliable Fine-Grained Evaluation of Natural Language Math Proofs

Improving Factual Consistency of Abstractive Summarization via Question Answering

Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences

A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning

Fair Transfer of Multiple Style Attributes in Text

Training Language Models with Language Feedback

Brain-Inspired Stochastic Joint Embedding Representation Learning

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering

Visual Representation Learning with Stochastic Frame Prediction

DeepSeek-V3 Technical Report

Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills

VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo

Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks

Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference