Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. 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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91,801 to 91,860 of 102,225

DocDancer: Towards Agentic Document-Grounded Information Seeking
Qintong Zhang, Xinjie Lv, Jialong Wu +8
cs.CLarXiv:2601.05163v12026
Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving
Xinji Mai, Haotian Xu, Zhong-Zhi Li +5
cs.AIarXiv:2505.07773v42025
A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5
Xingjun Ma, Yixu Wang, Hengyuan Xu +18
cs.AIcs.CLcs.CVarXiv:2601.10527v22026
VStyle: A Benchmark for Voice Style Adaptation with Spoken Instructions
Jun Zhan, Mingyang Han, Yuxuan Xie +11
cs.SDcs.AIcs.CLarXiv:2509.09716v22025
When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models
Keyu Wang, Jin Li, Shu Yang +2
cs.CLarXiv:2508.02087v42025
Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning
Xinglang Zhang, Yunyao Zhang, ZeLiang Chen +3
cs.AIcs.CLcs.LOarXiv:2601.02902v22026
SkyReels-V3 Technique Report
Debang Li, Zhengcong Fei, Tuanhui Li +19
cs.CVarXiv:2601.17323v22026
F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions
Qi Lv, Weijie Kong, Hao Li +7
cs.ROcs.CVarXiv:2509.06951v22025
GenAD: Generative End-to-End Autonomous Driving
Wenzhao Zheng, Ruiqi Song, Xianda Guo +2
cs.CVarXiv:2402.11502v32024
Promises and challenges of generative artificial intelligence for human learning
Lixiang Yan, Samuel Greiff, Ziwen Teuber +1
cs.HCarXiv:2408.12143v32024
LLM Prompt Evaluation for Educational Applications
Langdon Holmes, Adam Coscia, Scott Crossley +2
cs.AIcs.CLarXiv:2601.16134v12026
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL
Junke Wang, Zhi Tian, Xun Wang +4
cs.CVarXiv:2504.11455v12025
GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
Run Luo, Lu Wang, Wanwei He +3
cs.CVcs.CLcs.HCarXiv:2504.10458v42025
Typhoon OCR: Open Vision-Language Model For Thai Document Extraction
Surapon Nonesung, Natapong Nitarach, Teetouch Jaknamon +2
cs.CLarXiv:2601.14722v12026
Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment
Saketh Reddy Vemula, Sandipan Dandapat, Dipti Misra Sharma +1
cs.CLcs.AIarXiv:2508.08424v32025
Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs
Shi Liu, Kecheng Zheng, Wei Chen
cs.CVarXiv:2407.21771v12024
Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration
Sen Wang, Bangwei Liu, Zhenkun Gao +4
cs.AIcs.CVarXiv:2601.10744v22026
A Rising Tide Lifts All Boats: MTQE Rewards for Idioms Improve General Translation Quality
Ishika Agarwal, Zhenlin He, Dhruva Patil +1
cs.CLarXiv:2601.06307v12026
Boosting Latent Diffusion Models via Disentangled Representation Alignment
John Page, Xuesong Niu, Kai Wu +1
cs.CVarXiv:2601.05823v22026
Mercury: Ultra-Fast Language Models Based on Diffusion
Inception Labs, Samar Khanna, Siddhant Kharbanda +10
cs.CLcs.AIcs.LGarXiv:2506.17298v12025
A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
Wenxuan Wang, Zizhan Ma, Zheng Wang +5
cs.CLcs.AIcs.CVarXiv:2502.11211v22025
EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines
Shuo Zhang, Chaofa Yuan, Ryan Guo +11
cs.AIarXiv:2601.09465v22026
A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
Xiangfei Qiu, Hanyin Cheng, Xingjian Wu +5
cs.LGarXiv:2502.10721v32025
UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
Zhucun Xue, Jiangning Zhang, Teng Hu +8
cs.CVarXiv:2506.13691v12025
What Large Language Models Know and What People Think They Know
Mark Steyvers, Heliodoro Tejeda, Aakriti Kumar +5
cs.LGcs.AIcs.CLarXiv:2401.13835v22024
FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation
Luca Della Libera, Cem Subakan, Mirco Ravanelli
cs.SDcs.AIcs.LGarXiv:2509.16195v12025
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers
Xingjian Leng, Jaskirat Singh, Yunzhong Hou +3
cs.CVcs.LGarXiv:2504.10483v32025
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
Qi Qin, Le Zhuo, Yi Xin +20
cs.CVarXiv:2503.21758v12025
PresentAgent: Multimodal Agent for Presentation Video Generation
Jingwei Shi, Zeyu Zhang, Biao Wu +4
cs.CVarXiv:2507.04036v12025
DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control
Junjie Wen, Yichen Zhu, Jinming Li +3
cs.ROcs.CVarXiv:2502.05855v32025
UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
Yang Jiao, Haibo Qiu, Zequn Jie +4
cs.CVcs.AIarXiv:2504.04423v12025
AgentOCR: Reimagining Agent History via Optical Self-Compression
Lang Feng, Fuchao Yang, Feng Chen +5
cs.LGcs.AIarXiv:2601.04786v32026
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
Kaiyuan Chen, Yixin Ren, Yang Liu +30
cs.LGarXiv:2506.13651v12025
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
Siyu Yuan, Kaitao Song, Jiangjie Chen +5
cs.CLarXiv:2401.06201v32024
RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing
Jinyao Guo, Chengpeng Wang, Xiangzhe Xu +2
cs.SEcs.PLarXiv:2501.18160v32025
A Survey on Diffusion Language Models
Tianyi Li, Mingda Chen, Bowei Guo +1
cs.CLcs.AIcs.LGarXiv:2508.10875v32025
From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training
Yuan Yuan, Tina Sriskandarajah, Anna-Luisa Brakman +4
cs.CYcs.AIcs.CLarXiv:2508.09224v12025
AppAgentX: Evolving GUI Agents as Proficient Smartphone Users
Wenjia Jiang, Yangyang Zhuang, Chenxi Song +3
cs.AIarXiv:2503.02268v32025
DEFOM-Stereo: Depth Foundation Model Based Stereo Matching
Hualie Jiang, Zhiqiang Lou, Laiyan Ding +4
cs.CVarXiv:2501.09466v32025
UNIC: Unified In-Context Video Editing
Zixuan Ye, Xuanhua He, Quande Liu +7
cs.CVarXiv:2506.04216v12025
LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
Hongyu Li, Jinyu Chen, Ziyu Wei +5
cs.CVarXiv:2501.08282v22025
UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset
Chen Zhao, En Ci, Yunzhe Xu +5
cs.CVarXiv:2510.20661v12025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
Yancheng He, Shilong Li, Jiaheng Liu +8
cs.CLarXiv:2502.19361v32025
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble
Zhijun Chen, Xiaodong Lu, Jingzheng Li +12
cs.CLarXiv:2502.18036v62025
Online Political Microtargeting: Promises and Threats for Democracy
Frederik J. Zuiderveen Borgesius, Judith Möller, Sanne Kruikemeier +5
cs.CYarXiv:2510.17712v12025
HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer
Qi Cai, Jingwen Chen, Yang Chen +19
cs.CVcs.MMarXiv:2505.22705v12025
PCMind-2.1-Kaiyuan-2B Technical Report
Kairong Luo, Zhenbo Sun, Xinyu Shi +9
cs.CLcs.AIcs.LGarXiv:2512.07612v12025
TradingAgents: Multi-Agents LLM Financial Trading Framework
Yijia Xiao, Edward Sun, Di Luo +1
q-fin.TRcs.AIcs.CEarXiv:2412.20138v72024
S*: Test Time Scaling for Code Generation
Dacheng Li, Shiyi Cao, Chengkun Cao +6
cs.LGcs.AIarXiv:2502.14382v12025
LATTICE: Democratize High-Fidelity 3D Generation at Scale
Zeqiang Lai, Yunfei Zhao, Zibo Zhao +5
cs.GRcs.CVarXiv:2512.03052v12025
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data
Chengsen Wang, Qi Qi, Jingyu Wang +5
cs.CLcs.LGarXiv:2412.11376v12024
Streaming Long Video Understanding with Large Language Models
Rui Qian, Xiaoyi Dong, Pan Zhang +4
cs.CVarXiv:2405.16009v12024
SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration
Ye Li, Yuan Meng, Zewen Sun +7
cs.CVcs.AIarXiv:2506.12723v32025
Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details
Zeqiang Lai, Yunfei Zhao, Haolin Liu +23
cs.CVcs.AIarXiv:2506.16504v12025
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
Ke Wang, Junting Pan, Linda Wei +8
cs.CVcs.AIcs.CLarXiv:2505.10557v12025
DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning
Wenhao Yao, Zhenxin Li, Shiyi Lan +4
cs.ROcs.AIcs.CVarXiv:2506.06659v32025
UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning
Sule Bai, Mingxing Li, Yong Liu +5
cs.CVarXiv:2505.14231v12025
SITE: towards Spatial Intelligence Thorough Evaluation
Wenqi Wang, Reuben Tan, Pengyue Zhu +6
cs.CVarXiv:2505.05456v22025
When Bad Data Leads to Good Models
Kenneth Li, Yida Chen, Fernanda Viégas +1
cs.LGcs.AIcs.CLarXiv:2505.04741v12025
Summaries:한국어
F -- A Model of Events based on the Foundational Ontology DOLCE+DnS Ultralite
Ansgar Scherp, Thomas Franz, Carsten Saathoff +1
cs.AIarXiv:2411.16609v12024

Every paper with a summary

DocDancer: Towards Agentic Document-Grounded Information Seeking

Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving

A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5

VStyle: A Benchmark for Voice Style Adaptation with Spoken Instructions

When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models

Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning

SkyReels-V3 Technique Report

F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions

GenAD: Generative End-to-End Autonomous Driving

Promises and challenges of generative artificial intelligence for human learning

LLM Prompt Evaluation for Educational Applications

SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL

GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents

Typhoon OCR: Open Vision-Language Model For Thai Document Extraction

Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment

Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration

A Rising Tide Lifts All Boats: MTQE Rewards for Idioms Improve General Translation Quality

Boosting Latent Diffusion Models via Disentangled Representation Alignment

Mercury: Ultra-Fast Language Models Based on Diffusion

A Survey of LLM-based Agents in Medicine: How far are we from Baymax?

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective

UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions

What Large Language Models Know and What People Think They Know

FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation

REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

PresentAgent: Multimodal Agent for Presentation Video Generation

DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control

UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding

AgentOCR: Reimagining Agent History via Optical Self-Compression

xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

A Survey on Diffusion Language Models

From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training

AppAgentX: Evolving GUI Agents as Proficient Smartphone Users

DEFOM-Stereo: Depth Foundation Model Based Stereo Matching

UNIC: Unified In-Context Video Editing

LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding

UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Online Political Microtargeting: Promises and Threats for Democracy

HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer

PCMind-2.1-Kaiyuan-2B Technical Report

TradingAgents: Multi-Agents LLM Financial Trading Framework

S*: Test Time Scaling for Code Generation

LATTICE: Democratize High-Fidelity 3D Generation at Scale

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data

Streaming Long Video Understanding with Large Language Models

SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration

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

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning

UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning

SITE: towards Spatial Intelligence Thorough Evaluation

When Bad Data Leads to Good Models

F -- A Model of Events based on the Foundational Ontology DOLCE+DnS Ultralite