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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2,581 to 2,640 of 117,443

Deriving Machine Attention from Human Rationales
Yujia Bao, Shiyu Chang, Mo Yu +1
cs.CLarXiv:1808.09367v12018
Five Architectures, One Shared Space Cross-Model Representational Alignment Without Weight Merging
Oladimeji Anthonio, Dimeji Olawuyi, Oloruntoba Ajayi +1
cs.CLarXiv:2610.33495v12026
A Model-Theoretic Formalization of AlKhwaremis ilm alfaraid
Elnaserledinellah Mahmoud Abdelwahab
cs.LOcs.CLarXiv:2610.33629v12026
On Similarity
Luciano da F. Costa
cs.LGarXiv:2111.02803v12021
Schema-Free Text-to-SQL: Learning Enterprise Database Structure from Query Logs
Ömer Faruk Akgül, Nikhil Kapahi, Prajit Reddy Muppidi
cs.CLarXiv:2610.33946v12026
From Requirements to Attack Trees: Grounded LLM Agents for Design-Time Security Review
Akash Iyer, Taha Demirkan, Keerthi Koneru +3
cs.CRcs.AIarXiv:2610.03820v12026
The Score Is Not the Structure: Brain Alignment and Cross-Lingual Transfer
Saman Rahbar
cs.CLcs.AIcs.LGarXiv:2610.03827v42026
Denoising Self-attentive Sequential Recommendation
Huiyuan Chen, Yusan Lin, Menghai Pan +6
cs.IRarXiv:2212.04120v12022
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation
Xiaohan Li, Yuqing Liu, Zheng Liu +1
cs.IRcs.LGcs.SIarXiv:2301.03780v12023
DiffGRM: Diffusion-based Generative Recommendation Model
Zhao Liu, Yichen Zhu, Yiqing Yang +7
cs.IRcs.AIcs.LGarXiv:2510.21805v22025
Masked Diffusion Generative Recommendation
Lingyu Mu, Hao Deng, Haibo Xing +4
cs.IRarXiv:2601.19501v22026
Rethinking RoPE: A Mathematical Blueprint for N-dimensional Positional Embedding
Haiping Liu, Lijing Lin, Jingyuan Sun +3
cs.LGcs.AIarXiv:2504.06308v22025
GeoPE:A Unified Geometric Positional Embedding for Structured Tensors
Yupu Yao, Bowen Yang
cs.CVcs.AIarXiv:2512.04963v12025
The Independence Prior of SAEs Fragments Visual Concepts
Tommaso Mencattini, Giorgos Nikolaou, Donato Crisostomi +4
cs.AIarXiv:2610.04112v12026
Adaptive Transfer of Representational Signatures for LLM Reliability Detection
Yongtong Li, Yixuan Florence Wu, Jiawei Zhang +1
cs.CLcs.LGarXiv:2610.33442v12026
Examining form-based linguistic productivity in people and large language models
Michael Wilson, Robert Frank
cs.CLarXiv:2610.33433v12026
Auditing Pairwise Equivalence Judgments: Self-Critique Effects and Diversity Measurement in Multi-Agent Hypothesis Generation
Ji Young Byun, Anthony Hu, Jesse Rogers +3
cs.AIarXiv:2610.04133v12026
InvestigationWorlds: An Agentic Environment for Legal Investigation
Albert Yu Sun, Andrew Benard, Sil Hamilton +8
cs.AIcs.CLcs.CYarXiv:2610.04129v12026
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
Zaijing Li, Yuquan Xie, Rui Shao +3
cs.AIcs.CLarXiv:2408.03615v22024
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model
Dingkang Liang, Jiahao Xie, Zhikang Zou +3
cs.CVarXiv:2304.04231v12023
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations
Yang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang +4
cs.CLarXiv:2203.13928v12022
Quantifying Meaning with SCAPE-T: Semantic Complexity from Encoder-Only Transformer Attention
Maxim Khovansky, Lev Mukhanov
cs.CLcs.AIarXiv:2610.33441v12026
StackGen3D: Stable 3D Block Stack Generation from Multiview Silhouettes
Xiaopeng Zhang, Luzhe Sun, Yiqing Xu +1
cs.CVcs.ROarXiv:2610.31803v12026
Towards Safer Autonomous Driving in an Open World: A Dual-Process Approach
Simon Janssen, Michiel Braat, Chris van der Ploeg +2
cs.AIcs.ROarXiv:2610.04088v12026
Free Lunch for LLMs Confidence: The RL Critic Already Knows
Shujin Wu, Heng Ji
cs.CLarXiv:2610.31820v12026
A Transprecision Floating-Point Platform for Ultra-Low Power Computing
Giuseppe Tagliavini, Stefan Mach, Davide Rossi +2
cs.ARarXiv:1711.10374v12017
Self-Propagating Misalignment in LLM Agents, and Why Auditing or Disabling Memory Is Not Enough
Debeshee Das, Jacqueline Tay, Bruce Tsai +2
cs.AIarXiv:2610.04083v12026
Graph Representations for Higher-Order Logic and Theorem Proving
Aditya Paliwal, Sarah Loos, Markus Rabe +2
cs.LGcs.AIcs.LOarXiv:1905.10006v22019
learn2learn: A Library for Meta-Learning Research
Sébastien M. R. Arnold, Praateek Mahajan, Debajyoti Datta +2
cs.LGcs.CVcs.ROarXiv:2008.12284v22020
Joint Rigid Alignment and Morphable Reconstruction from Partial 3D Face Scans
Eli A. Underwood, Nicolas Rondan, Angel V. Peterchev +1
cs.CVarXiv:2610.39161v12026
From bits to atoms: A survey of cross-layer safety in Embodied AI
Tuo Feng, Yue Zhang, Shiji Zhou +35
cs.ROarXiv:2610.14038v12026
Formalizing the Intrinsic Dimension of Objective Landscapes by a Generalized Notion of Co-dimension
Ernesto Araya, Gitta Kutyniok, Weilin Li +2
stat.MLcs.LGmath.MGarXiv:2610.39674v12026
Neuromorphic design of a rhythmic network
Robin Wroblowski, Rodolphe Sepulchre
eess.SYcs.SYarXiv:2610.39762v12026
DePICT: Decision-Preserving Interface for Constrained Downstream Tasks
Utkarsh Grover, Ravi Ranjan, Agoritsa Polyzou +4
cs.LGarXiv:2610.03945v22026
How Specific Do I Need to Be? Effects of User Query Underspecification on Deep Research Agents
Yi Wen, Xiangjue Dong, Bingxuan Li +4
cs.CLarXiv:2610.39413v12026
Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications
Jiancheng An, Mérouane Debbah, Tie Jun Cui +2
cs.ITeess.SPmath.ITarXiv:2411.19754v22024
ExpertMuon-Compass: Alignment-Guided Step Sizes for Mixture-of-Experts Training
Omatharv Bharat Vaidya, Ashwin Vinod, Pedram Akbarian +3
cs.LGcs.CLmath.OCarXiv:2610.04140v12026
General Decision Models: Benchmarking and Insights Beyond Jev
Feiyu Duan, Jiayu Lin, Jia Wang +6
cs.CLarXiv:2610.03935v22026
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation
Wenhao Li, Mengyuan Liu, Hong Liu +4
cs.CVcs.AIcs.LGarXiv:2206.06420v52022
Geometry-Dependent Approximation for Non-Monotone $k$-Submodular Maximization
Vaneet Aggarwal
cs.DScs.LGmath.OCarXiv:2610.04049v22026
Participation Analysis in Impedance Models: The Grey-Box Approach for Power System Stability
Yue Zhu, Yunjie Gu, Yitong Li +1
eess.SYcs.SYarXiv:2102.04226v22021
Securing the Robotics Supply Chain
Cindy L. Bethel, Henrik I. Christensen, Odest Chadwicke Jenkins +3
cs.ROarXiv:2610.40385v12026
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities
José Suárez-Varela, Paul Almasan, Miquel Ferriol-Galmés +8
cs.NIcs.LGeess.SParXiv:2112.14792v22021
Strengthening AC optimal power flow relaxation through offline bound tightening and linear approximations
Xiangxin An, Constance Crozier, Santanu S. Dey
math.OCcs.SYeess.SYarXiv:2610.32006v12026
CP-OFDM Achieves the Lowest Average Ranging Sidelobe Under QAM/PSK Constellations
Fan Liu, Ying Zhang, Yifeng Xiong +5
cs.ITeess.SPmath.ITarXiv:2407.06691v32024
Towards AI-Assisted Synthesis of Verified Dafny Methods
Md Rakib Hossain Misu, Cristina V. Lopes, Iris Ma +1
cs.SEcs.PLarXiv:2402.00247v22024
The Reported Engagement with AI Level (REAL) Rating: A Framework for Disclosing Human-AI Collaboration
Imène Goumiri, Mayleen Cortez-Rodriguez, Eric Bell +1
cs.AIarXiv:2610.04021v12026
LooseLeaf: Enabling Serverless GPUs for Computational Notebooks
Yusen Wu, Tingfeng Lan, Benjamin Carver +3
cs.DCarXiv:2610.33275v12026
The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks
Maarten V. de Hoop, Daniel Zhengyu Huang, Elizabeth Qian +1
math.NAcs.NAarXiv:2203.13181v32022
Responsibility Boundaries for Agentic Systems: A Comparative Evaluation of Probabilistic Agentic Programming
Khadim Lo, Soukaina Alaoui Ismaili, Jean-Sébastien Dessureault
cs.SEcs.AIcs.PLarXiv:2610.33312v12026
Real Time Motion Detection in Video Inspired by Photonic Time Stretch
Callen MacPhee, Yiming Zhou, Bahram Jalali
cs.CVeess.IVphysics.opticsarXiv:2610.33351v12026
Discrete Diffusion for Large Graph Generation via Structural Candidate Restriction
Yassin Mohamadi, Zeno Geradts, Marcel Worring
cs.AIcs.SIarXiv:2610.04056v12026
Propensities Please: Exposing Alignment-Faking LLMs using Synthetic Document Finetuning
Ardy Haroen, Florian Lorkowski, Samuel Nellessen +1
cs.AIcs.CLcs.LGarXiv:2610.33180v12026
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition
Licai Sun, Zheng Lian, Bin Liu +1
cs.CVcs.AIcs.HCarXiv:2307.02227v22023
Reinforcement Learning with Comparative Evidence for Social Intelligence
Keane Ong, Yuriel Ryan, Sabri Boughorbel +9
cs.AIarXiv:2610.04072v12026
Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents
Mingyang, Chen, Yida +5
cs.AIq-fin.TRarXiv:2610.04040v12026
Universal Neurons in GPT2 Language Models
Wes Gurnee, Theo Horsley, Zifan Carl Guo +5
cs.LGcs.AIcs.CLarXiv:2401.12181v12024
A Quantitative Analysis of Graph Representation Strategies for Cyber Attack Detection
Ali Melih Kanca, Ilker Turker
cs.AIarXiv:2610.04019v12026
Formal Barriers to Longest-Chain Proof-of-Stake Protocols
Jonah Brown-Cohen, Arvind Narayanan, Christos-Alexandros Psomas +1
cs.GTcs.CRarXiv:1809.06528v12018
ROAR: Unifying Runs across Heterogeneous AI-Driven Research Systems
Leo Y. Lin, Vishakha Ramani, Z. Berkay Celik +2
cs.AIarXiv:2610.03966v22026

Every paper with a summary

Deriving Machine Attention from Human Rationales

Five Architectures, One Shared Space Cross-Model Representational Alignment Without Weight Merging

A Model-Theoretic Formalization of AlKhwaremis ilm alfaraid

On Similarity

Schema-Free Text-to-SQL: Learning Enterprise Database Structure from Query Logs

From Requirements to Attack Trees: Grounded LLM Agents for Design-Time Security Review

The Score Is Not the Structure: Brain Alignment and Cross-Lingual Transfer

Denoising Self-attentive Sequential Recommendation

Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation

DiffGRM: Diffusion-based Generative Recommendation Model

Masked Diffusion Generative Recommendation

Rethinking RoPE: A Mathematical Blueprint for N-dimensional Positional Embedding

GeoPE:A Unified Geometric Positional Embedding for Structured Tensors

The Independence Prior of SAEs Fragments Visual Concepts

Adaptive Transfer of Representational Signatures for LLM Reliability Detection

Examining form-based linguistic productivity in people and large language models

Auditing Pairwise Equivalence Judgments: Self-Critique Effects and Diversity Measurement in Multi-Agent Hypothesis Generation

InvestigationWorlds: An Agentic Environment for Legal Investigation

Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks

CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations

Quantifying Meaning with SCAPE-T: Semantic Complexity from Encoder-Only Transformer Attention

StackGen3D: Stable 3D Block Stack Generation from Multiview Silhouettes

Towards Safer Autonomous Driving in an Open World: A Dual-Process Approach

Free Lunch for LLMs Confidence: The RL Critic Already Knows

A Transprecision Floating-Point Platform for Ultra-Low Power Computing

Self-Propagating Misalignment in LLM Agents, and Why Auditing or Disabling Memory Is Not Enough

Graph Representations for Higher-Order Logic and Theorem Proving

learn2learn: A Library for Meta-Learning Research

Joint Rigid Alignment and Morphable Reconstruction from Partial 3D Face Scans

From bits to atoms: A survey of cross-layer safety in Embodied AI

Formalizing the Intrinsic Dimension of Objective Landscapes by a Generalized Notion of Co-dimension

Neuromorphic design of a rhythmic network

DePICT: Decision-Preserving Interface for Constrained Downstream Tasks

How Specific Do I Need to Be? Effects of User Query Underspecification on Deep Research Agents

Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications

ExpertMuon-Compass: Alignment-Guided Step Sizes for Mixture-of-Experts Training

General Decision Models: Benchmarking and Insights Beyond Jev

GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation

Geometry-Dependent Approximation for Non-Monotone $k$-Submodular Maximization

Participation Analysis in Impedance Models: The Grey-Box Approach for Power System Stability

Securing the Robotics Supply Chain

Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

Strengthening AC optimal power flow relaxation through offline bound tightening and linear approximations

CP-OFDM Achieves the Lowest Average Ranging Sidelobe Under QAM/PSK Constellations

Towards AI-Assisted Synthesis of Verified Dafny Methods

The Reported Engagement with AI Level (REAL) Rating: A Framework for Disclosing Human-AI Collaboration

LooseLeaf: Enabling Serverless GPUs for Computational Notebooks

The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks

Responsibility Boundaries for Agentic Systems: A Comparative Evaluation of Probabilistic Agentic Programming

Real Time Motion Detection in Video Inspired by Photonic Time Stretch

Discrete Diffusion for Large Graph Generation via Structural Candidate Restriction

Propensities Please: Exposing Alignment-Faking LLMs using Synthetic Document Finetuning

MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition

Reinforcement Learning with Comparative Evidence for Social Intelligence

Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents

Universal Neurons in GPT2 Language Models

A Quantitative Analysis of Graph Representation Strategies for Cyber Attack Detection

Formal Barriers to Longest-Chain Proof-of-Stake Protocols

ROAR: Unifying Runs across Heterogeneous AI-Driven Research Systems