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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35,281 to 35,340 of 119,997

Are "Non-functional" Requirements really Non-functional?
J. Eckhardt, A. Vogelsang, D. Méndez Fernández
cs.SEarXiv:1611.08868v12016
Bolmo: Byteifying the Next Generation of Language Models
Benjamin Minixhofer, Tyler Murray, Tomasz Limisiewicz +6
cs.CLarXiv:2512.15586v22025
CliffCompaction: Cost-Efficient Compaction for Long-Horizon Coding Agents
Trang Nguyen, Eulrang Cho, Bingqing Chen +1
cs.AIcs.LGcs.SEarXiv:2609.26779v12026
What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts
Chenyang Yang, Yike Shi, Qianou Ma +3
cs.CLcs.SEarXiv:2505.13360v32025
EinSort: Sorting is All We Need for Tensorizing LLM
Toshiaki Koike-Akino, Jing Liu, Ye Wang
cs.LGcs.AIarXiv:2606.08565v12026
Learning-Assisted Congestion-Aware Route Scheduling for Semiconductor Fab Material Control Systems
Hao Yin, Meiqi Tu, Anbang Liu +2
cs.AImath.OCarXiv:2608.30520v12026
Batch Active Preference-Based Learning of Reward Functions
Erdem Bıyık, Dorsa Sadigh
cs.LGcs.AIcs.ROarXiv:1810.04303v12018
Probabilistic Circuits as Reasoning Machines in Artificial Intelligence (Part I)
Robert Peharz
cs.AIcs.LGmath.PRarXiv:2608.16565v12026
A Wavelength Borrowing Architecture for Optical Data Center Networks - Extended Version
Andrea Detti, Chiara Lodovisi, Silvello Betti
cs.NIarXiv:2609.04874v12026
Align Before You Combine: Reference Space Calibration for Supervision Without Ground Truth
Jackson Eshbaugh, Jorge Silveyra
cs.LGcs.AIarXiv:2610.09525v12026
From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models
Meng Luo, Yicheng Liu, Jiahao Wang +5
cs.CVcs.AIarXiv:2609.11242v12026
WASD: Wasserstein-based Knowledge Distillation for Large Language Models
Byeonghu Na, Donghyeok Shin, Yeongmin Kim +2
cs.LGcs.AIarXiv:2610.07706v12026
HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents
Ningning Zhang, Xingxing Yang, Zhizhong Tan +2
cs.AIarXiv:2601.06377v12026
Optimal Trajectories of Brain State Transitions
Shi Gu, Richard F. Betzel, Matthew Cieslak +4
q-bio.NCarXiv:1607.01706v32016
RINS: Residual-Image Neural Subspace Solvers for Large Sparse Linear Systems
Zhongyan Ouyang, Weixin Liao, Mingquan Feng +2
cs.CEcs.LGarXiv:2610.02217v12026
Reduced order model for parametric Boltzmann equation and its application to inverse problems
Shanyin Tong, Jingwei Hu, Fengyan Li +3
math.NAmath.OCarXiv:2609.02578v12026
Distilling deep optical flow stereo methods to retrieve dense three-dimensional wind fields
Thomas J. Vandal, Dong L. Wu, James L. Carr +5
cs.LGphysics.ao-pharXiv:2609.03100v12026
Exact Bayesian Tracking of Dynamic Network Topologies
Victor M. Tenorio, Elvin Isufi, Geert Leus +1
eess.SParXiv:2609.11263v12026
Information-Dense Synthesis for Molecular Discovery
Kasper K. Jakobsen, Eli N. Weinstein
stat.MLcs.LGphysics.chem-pharXiv:2610.08495v12026
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
Fu-Yun Wang, Da-Wei Zhou, Han-Jia Ye +1
cs.CVcs.LGarXiv:2204.04662v22022
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning
Zhenpeng Su, Leiyu Pan, Minxuan Lv +5
cs.LGcs.CLarXiv:2509.20712v52025
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving
Xiangru Tang, Tianrui Qin, Tianhao Peng +15
cs.CLcs.AIarXiv:2507.06229v52025
Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models
Margaret Li, Suchin Gururangan, Tim Dettmers +4
cs.CLarXiv:2208.03306v12022
Bilevel optimization for data-driven learning of Koopman embeddings using kernel-based autoencoders
Joel-Pascal Ntwali N'konzi, Feliks Nüske, Stefan Klus
cs.LGmath.DSstat.MLarXiv:2610.12370v12026
Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang, Haohan Wang, Diyi Yang
cs.CLcs.LGarXiv:2112.08313v22021
LeanStream: A Speculate-and-Refine Streaming Framework for Efficient on-Device LLM Inference
Renyuan Liu, Yuyang Leng, Kaiyan Liu +7
cs.LGarXiv:2609.03079v12026
Learning Retrieval Augmentation for Personalized Dialogue Generation
Qiushi Huang, Shuai Fu, Xubo Liu +4
cs.CLcs.AIcs.LGarXiv:2406.18847v12024
FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity
Jinxi Li, Ziyang Song, Siyuan Zhou +1
cs.CVcs.AIcs.CEarXiv:2506.07865v12025
(Whose defaults?) Is artificial intelligence reorienting archaeological methods?
Lorenzo Cardarelli, Roberto Ragno
cs.CYcs.AIcs.CLarXiv:2609.11198v12026
Multigroup Fairness and Omniprediction: Separations and Equivalences
Sílvia Casacuberta, Parikshit Gopalan, Varun Kanade +3
cs.LGarXiv:2610.07374v12026
From Zero-Dimensional to Continuous Dualities: A Double-Categorical Account
Alexander Kurz, M. Andrew Moshier, Achim Jung
cs.LOmath.CTmath.GNarXiv:2610.07695v12026
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning
Junke Wang, Lingchen Meng, Zejia Weng +3
cs.CVarXiv:2311.07574v22023
Real-time Sign Language Fingerspelling Recognition using Convolutional Neural Networks from Depth map
Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen
cs.CVarXiv:1509.03001v32015
Closing the Verification Loop: Self-Check Captioning for Long-Paragraph Detailed Audio Captioning
Fengji Ma, Yan Rong, Xu Li +3
cs.SDarXiv:2608.30713v12026
DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness
Yiming Zhong, Qi Jiang, Jingyi Yu +1
cs.CVcs.AIcs.ROarXiv:2503.08257v22025
Generative Action-Chunk Sampling for Adaptive Stiffness Control in Physical Human-Robot Collaboration
Aoi Otake, Ferdinand Hartmann, Ko Igari +1
cs.ROcs.AIcs.LGarXiv:2608.25284v12026
Sphere Encoder 2
Kaiyu Yue, Sean McLeish, Ruchit Rawal +3
cs.CVarXiv:2610.02208v12026
Using Codebooks to Detect Cybercrime Topics in Text Narratives
Shufan Chai, Liangliang Sun, Jessica Staddon
cs.CYcs.CRcs.HCarXiv:2609.16000v12026
Downlink Beamforming with Pinching-Antenna Assisted MIMO Systems
Ali Bereyhi, Saba Asaad, Chongjun Ouyang +2
cs.ITeess.SParXiv:2502.01590v12025
OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks
Wenbo Hu, Xin Chen, Yan Gao-Tian +3
cs.CVcs.AIcs.CLarXiv:2604.08539v22026
Stochastic gradient descent on Riemannian manifolds
Silvere Bonnabel
math.OCcs.LGstat.MLarXiv:1111.5280v42011
Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity
Bojie Li
cs.LGcs.AIarXiv:2604.24827v22026
Informed proposals for local MCMC in discrete spaces
Giacomo Zanella
stat.COmath.PRarXiv:1711.07424v12017
Summaries:한국어
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
Yuning Cui, Syed Waqas Zamir, Salman Khan +3
cs.CVarXiv:2403.14614v12024
Towards Robust Mathematical Reasoning
Thang Luong, Dawsen Hwang, Hoang H. Nguyen +17
cs.CLcs.AIarXiv:2511.01846v12025
Understanding the Behaviors of Environment-aware Information Retrieval
Ruifeng Yuan, Chaohao Yuan, David Dai +4
cs.CLcs.IRarXiv:2606.16817v12026
SurveyAgent-HKA: A multi-agent framework for scientific survey generation with LLMs and human knowledge augmentation
Tong Bao, Mir Tafseer Nayeem, Yi Zhao +2
cs.CLcs.DLcs.IRarXiv:2609.05938v12026
Medical Reasoning in LLMs: An In-Depth Analysis of DeepSeek R1
Birger Moell, Fredrik Sand Aronsson, Sanian Akbar
cs.CLarXiv:2504.00016v12025
Targeted Neuron Modulation via Contrastive Pair Search
Sam Herring, Jake Naviasky, Karan Malhotra
cs.LGarXiv:2605.12290v12026
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception
Yana Wei, Hongbo Peng, Yanlin Lai +14
cs.CVarXiv:2606.28322v22026
Improved Integrality Gap for Multicommodity Flow on Trees
Elfarouk Harb
cs.DSmath.COarXiv:2609.07949v12026
TrustLLM: Trustworthiness in Large Language Models
Yue Huang, Lichao Sun, Haoran Wang +67
cs.CLarXiv:2401.05561v62024
A program for SAXS data processing and analysis
Zhi-hong Li
physics.data-ancond-mat.mtrl-sciarXiv:1307.0358v12013
Approximate Design-Based Intervals for Downsampled Cross-Sectional Market Aggregates: A Randomized Design for Bandwidth-Constrained Financial Data Pipelines
Minmin Zeng
q-fin.RMcs.CEarXiv:2610.08801v12026
Exploring Dowker Homology for Sentence Similarity
Marius Huber, Juri Opitz
cs.CLarXiv:2608.22909v12026
DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs
Jinzhe Liu, Xiangsheng Huang, Zhuo Chen +1
q-bio.BMcs.AIcs.IRarXiv:2406.18535v12024
Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance
Yuxuan Jiang, Francis Ferraro
cs.CLcs.AIarXiv:2606.00305v22026
Empirical Auditing of Edge-Private Graph Generators
Anum Fatima, Stratis Limnios, James Adams +4
stat.MLcs.LGarXiv:2609.25155v12026
Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning
Lei Zhang, Junjiao Tian, Zhipeng Fan +9
cs.CVarXiv:2604.04746v32026
Evaluating Inference-Time Defenses Against Package Hallucination in LLM-Generated Code
Alberick Euraste Djire, Iyiola E. Olatunji, Melissa Tessa +3
cs.SEcs.AIarXiv:2608.22652v12026

Every paper with a summary

Are "Non-functional" Requirements really Non-functional?

Bolmo: Byteifying the Next Generation of Language Models

CliffCompaction: Cost-Efficient Compaction for Long-Horizon Coding Agents

What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts

EinSort: Sorting is All We Need for Tensorizing LLM

Learning-Assisted Congestion-Aware Route Scheduling for Semiconductor Fab Material Control Systems

Batch Active Preference-Based Learning of Reward Functions

Probabilistic Circuits as Reasoning Machines in Artificial Intelligence (Part I)

A Wavelength Borrowing Architecture for Optical Data Center Networks - Extended Version

Align Before You Combine: Reference Space Calibration for Supervision Without Ground Truth

From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models

WASD: Wasserstein-based Knowledge Distillation for Large Language Models

HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents

Optimal Trajectories of Brain State Transitions

RINS: Residual-Image Neural Subspace Solvers for Large Sparse Linear Systems

Reduced order model for parametric Boltzmann equation and its application to inverse problems

Distilling deep optical flow stereo methods to retrieve dense three-dimensional wind fields

Exact Bayesian Tracking of Dynamic Network Topologies

Information-Dense Synthesis for Molecular Discovery

FOSTER: Feature Boosting and Compression for Class-Incremental Learning

CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models

Bilevel optimization for data-driven learning of Koopman embeddings using kernel-based autoencoders

Measure and Improve Robustness in NLP Models: A Survey

LeanStream: A Speculate-and-Refine Streaming Framework for Efficient on-Device LLM Inference

Learning Retrieval Augmentation for Personalized Dialogue Generation

FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity

(Whose defaults?) Is artificial intelligence reorienting archaeological methods?

Multigroup Fairness and Omniprediction: Separations and Equivalences

From Zero-Dimensional to Continuous Dualities: A Double-Categorical Account

To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Real-time Sign Language Fingerspelling Recognition using Convolutional Neural Networks from Depth map

Closing the Verification Loop: Self-Check Captioning for Long-Paragraph Detailed Audio Captioning

DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness

Generative Action-Chunk Sampling for Adaptive Stiffness Control in Physical Human-Robot Collaboration

Sphere Encoder 2

Using Codebooks to Detect Cybercrime Topics in Text Narratives

Downlink Beamforming with Pinching-Antenna Assisted MIMO Systems

OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks

Stochastic gradient descent on Riemannian manifolds

Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity

Informed proposals for local MCMC in discrete spaces

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

Towards Robust Mathematical Reasoning

Understanding the Behaviors of Environment-aware Information Retrieval

SurveyAgent-HKA: A multi-agent framework for scientific survey generation with LLMs and human knowledge augmentation

Medical Reasoning in LLMs: An In-Depth Analysis of DeepSeek R1

Targeted Neuron Modulation via Contrastive Pair Search

PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception

Improved Integrality Gap for Multicommodity Flow on Trees

TrustLLM: Trustworthiness in Large Language Models

A program for SAXS data processing and analysis

Approximate Design-Based Intervals for Downsampled Cross-Sectional Market Aggregates: A Randomized Design for Bandwidth-Constrained Financial Data Pipelines

Exploring Dowker Homology for Sentence Similarity

DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs

Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance

Empirical Auditing of Edge-Private Graph Generators

Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning

Evaluating Inference-Time Defenses Against Package Hallucination in LLM-Generated Code