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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22,441 to 22,500 of 61,350

The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning
Yubo Li, Lu Zhang, Tianchong Jiang +2
cs.CLcs.AIarXiv:2603.29025v32026
ReSyn: A Generalized Recursive Regular Expression Synthesis Framework
Seongmin Kim, Hyunjoon Cheon, Su-Hyeon Kim +2
cs.PLcs.SEarXiv:2603.24624v22026
Omnilingual MT: Machine Translation for 1,600 Languages
Omnilingual MT Team, Belen Alastruey, Niyati Bafna +29
cs.CLarXiv:2603.16309v32026
From Truncation to Commitment: Persistent Context in Uniform Discrete Diffusion
Satoshi Hayakawa
cs.LGcs.AImath.PRarXiv:2609.01043v12026
Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation
Donald Shenaj, Federico Errica, Antonio Carta
cs.CVcs.AIcs.LGarXiv:2603.21884v12026
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction
Yuanhao Cai, Jing Lin, Xiaowan Hu +5
cs.CVarXiv:2203.04845v32022
I Know What I Don't Know: Latent Posterior Factor Models for Multi-Evidence Probabilistic Reasoning
Aliyu Agboola Alege
cs.AIcs.LGarXiv:2603.15670v22026
A Unified Mechanistic Analysis of Knowledge- and Safety-Based Refusals
Yuri Son, Seunghee Kim, Hyuhng Joon Kim +1
cs.CLarXiv:2609.00760v12026
Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails
Shaona Ghosh, Prasoon Varshney, Makesh Narsimhan Sreedhar +4
cs.CLarXiv:2501.09004v12025
Beyond Single Tokens: Distilling Discrete Diffusion Models via Discrete MMD
Emiel Hoogeboom, David Ruhe, Jonathan Heek +2
cs.LGcs.CVstat.MLarXiv:2603.20155v12026
Fully Convolutional Networks for Panoptic Segmentation
Yanwei Li, Hengshuang Zhao, Xiaojuan Qi +4
cs.CVarXiv:2012.00720v22020
Fast and Flexible Successive-Cancellation List Decoders for Polar Codes
Seyyed Ali Hashemi, Carlo Condo, Warren J. Gross
cs.ITarXiv:1703.08208v22017
Remasking Discrete Diffusion Models with Inference-Time Scaling
Guanghan Wang, Yair Schiff, Subham Sekhar Sahoo +1
cs.LGstat.MLarXiv:2503.00307v42025
SurvHTE-Bench: A Benchmark for Heterogeneous Treatment Effect Estimation in Survival Analysis
Shahriar Noroozizadeh, Xiaobin Shen, Jeremy C. Weiss +1
cs.LGcs.AIstat.MLarXiv:2603.05483v12026
MMTEB: Massive Multilingual Text Embedding Benchmark
Kenneth Enevoldsen, Isaac Chung, Imene Kerboua +83
cs.CLcs.AIcs.IRarXiv:2502.13595v42025
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
Yufeng Du, Minyang Tian, Srikanth Ronanki +7
cs.CLcs.AIarXiv:2510.05381v12025
Motivation in Large Language Models
Omer Nahum, Asael Sklar, Ariel Goldstein +1
cs.CLcs.CYarXiv:2603.14347v12026
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society
Jinghua Piao, Yuwei Yan, Jun Zhang +13
cs.SIcs.AIarXiv:2502.08691v22025
MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts
Sunil Mohan, Donghui Li
cs.CLcs.LGarXiv:1902.09476v12019
ToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents
Shimin Di, Xujie Yuan, Hanghui Guo +10
cs.SEcs.CEcs.MAarXiv:2603.09290v52026
Surprised by Attention: Predictable Query Dynamics for Time Series Anomaly Detection
Kadir-Kaan Özer, René Ebeling, Markus Enzweiler
cs.LGcs.AIarXiv:2603.12916v32026
ELEPHANT: Measuring and understanding social sycophancy in LLMs
Myra Cheng, Sunny Yu, Cinoo Lee +3
cs.CLcs.AIcs.CYarXiv:2505.13995v22025
Agentic programs: an emerging form of scientific software in computational materials science
Yunsung Lim, Haekwan Jeon, Jaesun Kim +2
cond-mat.mtrl-scics.AIarXiv:2609.00795v12026
Scale Space Diffusion
Soumik Mukhopadhyay, Prateksha Udhayanan, Abhinav Shrivastava
cs.CVcs.AIarXiv:2603.08709v12026
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
Pengpeng Liu, Irwin King, Michael R. Lyu +1
cs.CVarXiv:1902.09145v12019
Denoising Diffusion Generative Models Secretly Calculate Attentions
Farzan Haddadi, Leila Monfared, Ebrahim Rezaii +3
cs.AIcs.CVcs.LGarXiv:2609.00885v12026
Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal
Alekh Agarwal, Sham Kakade, Lin F. Yang
cs.LGmath.PRstat.MLarXiv:1906.03804v32019
MIBURI: Towards Expressive Interactive Gesture Synthesis
M. Hamza Mughal, Rishabh Dabral, Vera Demberg +1
cs.CVcs.GRcs.HCarXiv:2603.03282v22026
Compositional Generalization Requires Linear, Orthogonal Representations in Vision Embedding Models
Arnas Uselis, Andrea Dittadi, Seong Joon Oh
cs.CVcs.LGarXiv:2602.24264v22026
Learning Graph Embeddings for Compositional Zero-shot Learning
Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari +1
cs.CVarXiv:2102.01987v32021
WebDancer: Towards Autonomous Information Seeking Agency
Jialong Wu, Baixuan Li, Runnan Fang +10
cs.CLarXiv:2505.22648v32025
Transform-Invariant Generative Ray Path Sampling for Efficient Radio Propagation Modeling
Jérome Eertmans, Enrico M. Vitucci, Vittorio Degli-Esposti +3
cs.LGeess.SParXiv:2603.01655v22026
See and Fix the Flaws: Enabling VLMs and Diffusion Models to Comprehend Visual Artifacts via Agentic Data Synthesis
Jaehyun Park, Minyoung Ahn, Minkyu Kim +3
cs.CVcs.AIarXiv:2602.20951v22026
On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking
Jianliang He, Leda Wang, Siyu Chen +1
cs.LGmath.OCstat.MLarXiv:2602.16849v12026
TactAlign: Human-to-Robot Policy Transfer via Tactile Alignment
Youngsun Wi, Jessica Yin, Elvis Xiang +5
cs.ROarXiv:2602.13579v12026
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
cs.CVcs.CLarXiv:1811.10652v32018
No Language Left Behind: Scaling Human-Centered Machine Translation
NLLB Team, Marta R. Costa-jussà, James Cross +36
cs.CLcs.AIarXiv:2207.04672v32022
LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization
Xueyang Zhou, Yangming Xu, Guiyao Tie +5
cs.CVcs.ROarXiv:2510.03827v22025
Spatial-Angular Interaction for Light Field Image Super-Resolution
Yingqian Wang, Longguang Wang, Jungang Yang +3
eess.IVcs.CVarXiv:1912.07849v32019
Simple Contrastive Graph Clustering
Yue Liu, Xihong Yang, Sihang Zhou +1
cs.LGcs.AIarXiv:2205.07865v32022
Flexible Entropy Control in RLVR with a Gradient-Preserving Perspective
Kun Chen, Peng Shi, Fanfan Liu +4
cs.LGcs.AIcs.CLarXiv:2602.09782v22026
Trust The Typical
Debargha Ganguly, Sreehari Sankar, Biyao Zhang +8
cs.CLcs.AIcs.DCarXiv:2602.04581v12026
Does "AI" stand for augmenting inequality in the era of covid-19 healthcare?
David Leslie, Anjali Mazumder, Aidan Peppin +2
cs.CYcs.LGarXiv:2105.07844v12021
Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Junyu Luo, Weizhi Zhang, Ye Yuan +23
cs.CLarXiv:2503.21460v12025
Agentic AI: A Comprehensive Survey of Architectures, Applications, and Future Directions
Mohamad Abou Ali, Fadi Dornaika
cs.AIcs.LGarXiv:2510.25445v12025
Context Learning for Multi-Agent Discussion
Xingyuan Hua, Sheng Yue, Xinyi Li +3
cs.AIcs.LGcs.MAarXiv:2602.02350v32026
Steering LLMs via Scalable Interactive Oversight
Enyu Zhou, Zhiheng Xi, Long Ma +9
cs.AIcs.LGarXiv:2602.04210v22026
Sensor Fault Detection, Isolation and Identification Using Multiple Model-based Hybrid Kalman Filter for Gas Turbine Engines
Bahareh Pourbabaee, Nader Meskin, Khashayar Khorasani
eess.SYarXiv:1505.02063v22015
Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training
Ran Xu, Tianci Liu, Zihan Dong +6
cs.CLcs.LGarXiv:2602.01511v22026
Multi-agent Architecture Search via Agentic Supernet
Guibin Zhang, Luyang Niu, Junfeng Fang +3
cs.LGcs.CLcs.MAarXiv:2502.04180v22025
FineInstructions: Scaling Synthetic Instructions to Pre-Training Scale
Ajay Patel, Colin Raffel, Chris Callison-Burch
cs.CLcs.LGarXiv:2601.22146v32026
Ethics-Based Auditing to Develop Trustworthy AI
Jakob Mokander, Luciano Floridi
cs.CYcs.AIarXiv:2105.00002v12021
Deep Learning Object Detection Methods for Ecological Camera Trap Data
Stefan Schneider, Graham W. Taylor, Stefan C. Kremer
cs.CVarXiv:1803.10842v12018
VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents
Zirui Wang, Junyi Zhang, Jiaxin Ge +9
cs.CVarXiv:2601.16973v12026
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete
Yuheng Ji, Huajie Tan, Jiayu Shi +14
cs.ROcs.CVarXiv:2502.21257v22025
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Nataliya Kosmyna, Eugene Hauptmann, Ye Tong Yuan +5
cs.AIarXiv:2506.08872v22025
InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
Matthew Y. R. Yang, Hao Bai, Ian Wu +3
cs.LGcs.AIcs.CLarXiv:2601.14209v12026
Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents
Vidya Srinivas, Zachary Englhardt, Vikram Iyer +1
cs.CLarXiv:2511.07397v32025
Summaries:한국어
A Generative Appearance Model for End-to-end Video Object Segmentation
Joakim Johnander, Martin Danelljan, Emil Brissman +2
cs.CVarXiv:1811.11611v22018
A Survey on LLM-as-a-Judge
Jiawei Gu, Xuhui Jiang, Zhichao Shi +13
cs.CLcs.AIarXiv:2411.15594v62024

Every paper with a summary

The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning

ReSyn: A Generalized Recursive Regular Expression Synthesis Framework

Omnilingual MT: Machine Translation for 1,600 Languages

From Truncation to Commitment: Persistent Context in Uniform Discrete Diffusion

Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation

Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction

I Know What I Don't Know: Latent Posterior Factor Models for Multi-Evidence Probabilistic Reasoning

A Unified Mechanistic Analysis of Knowledge- and Safety-Based Refusals

Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails

Beyond Single Tokens: Distilling Discrete Diffusion Models via Discrete MMD

Fully Convolutional Networks for Panoptic Segmentation

Fast and Flexible Successive-Cancellation List Decoders for Polar Codes

Remasking Discrete Diffusion Models with Inference-Time Scaling

SurvHTE-Bench: A Benchmark for Heterogeneous Treatment Effect Estimation in Survival Analysis

MMTEB: Massive Multilingual Text Embedding Benchmark

Context Length Alone Hurts LLM Performance Despite Perfect Retrieval

Motivation in Large Language Models

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts

ToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents

Surprised by Attention: Predictable Query Dynamics for Time Series Anomaly Detection

ELEPHANT: Measuring and understanding social sycophancy in LLMs

Agentic programs: an emerging form of scientific software in computational materials science

Scale Space Diffusion

DDFlow: Learning Optical Flow with Unlabeled Data Distillation

Denoising Diffusion Generative Models Secretly Calculate Attentions

Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal

MIBURI: Towards Expressive Interactive Gesture Synthesis

Compositional Generalization Requires Linear, Orthogonal Representations in Vision Embedding Models

Learning Graph Embeddings for Compositional Zero-shot Learning

WebDancer: Towards Autonomous Information Seeking Agency

Transform-Invariant Generative Ray Path Sampling for Efficient Radio Propagation Modeling

See and Fix the Flaws: Enabling VLMs and Diffusion Models to Comprehend Visual Artifacts via Agentic Data Synthesis

On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking

TactAlign: Human-to-Robot Policy Transfer via Tactile Alignment

Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions

No Language Left Behind: Scaling Human-Centered Machine Translation

LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization

Spatial-Angular Interaction for Light Field Image Super-Resolution

Simple Contrastive Graph Clustering

Flexible Entropy Control in RLVR with a Gradient-Preserving Perspective

Trust The Typical

Does "AI" stand for augmenting inequality in the era of covid-19 healthcare?

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Agentic AI: A Comprehensive Survey of Architectures, Applications, and Future Directions

Context Learning for Multi-Agent Discussion

Steering LLMs via Scalable Interactive Oversight

Sensor Fault Detection, Isolation and Identification Using Multiple Model-based Hybrid Kalman Filter for Gas Turbine Engines

Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training

Multi-agent Architecture Search via Agentic Supernet

FineInstructions: Scaling Synthetic Instructions to Pre-Training Scale

Ethics-Based Auditing to Develop Trustworthy AI

Deep Learning Object Detection Methods for Ecological Camera Trap Data

VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents

RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete

Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task

InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning

Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents

A Generative Appearance Model for End-to-end Video Object Segmentation

A Survey on LLM-as-a-Judge