Simplification

Ask about this topic

Momentum

3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 33

All topics
CardsList

  1. Engineering Simplicity: Simple Mechanism Interfaces Steer LLM Agents

    Sep 28, 2026Kehang Zhu, Anand Shah, David ParkesLarge Language Model AgentsInteraction Data

    Harvard University

  2. Fisher Simplicity in Kolmogorov-Arnold Networks and Multilayer Perceptrons

    Sep 26, 2026Ami Tavory, Meir FederKolmogorov-Arnold NetworksMultilayer Perceptrons

    Meta Platforms Tel-Aviv, Israel · School of Electrical and Computer Engineering Tel-Aviv University Tel-Aviv, Israel

  3. CSC: Calibrated Simplicity for Conflict-Aware Social Bot Detection in the LLM Era

    Sep 20, 2026Yipeng Qian, Pengjie Zhao, Chaoxi NiuAi-Generated Content DetectionCamouflage

    Minzu University of China Beijing, China · City University of Macau Macau, China

  4. Parameterised graph theory for tensor networks: entanglement rerouting, structural simplification, and agnostic tomography

    Sep 3, 2026Matthias C. Caro, Natalie McHugh, Sergii StrelchukTensor NetworksAcyclic Graphs

    Department of Computer Science, University of Warwick, Coventry, UK · Department of Computer Science, University of Oxford, Oxford, UK

  5. Example-Guided Prompting for Document-Level Text Simplification

    Aug 5, 2026Marina Litvak, Ariel Perstin, Ilan Shtilman +1SimplificationText Analysis and Detection

    SCE, Beer Sheva, Israel · ScaDS.AI, TUD · Dresden, Germany

  6. Topological Simplification in Predictive Coding Networks

    Aug 3, 2026Adam Shaw, Jiayu Li, Michael Sperling +2Predictive CodingCompressed Model

    University of Southern California 3551 Trousdale Parkway, Los Angeles, CA 90089

  7. A Human-in-the-Loop Corpus for LLM-Based Simplification of Scientific Summaries

    Jul 28, 2026Kyuri Im, Michael FärberSummarizationSimplification

    ScaDS.AI, Technische Universität Dresden, Dresden, Germany

  8. Deep Divide-and-Reduce in Symbolic Regression

    Jul 26, 2026Yusong Deng, Yanjie Li, Xin Ning +6Symbolic RegressionSimplification

    School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences, Beijing, China · AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China · Zhongguancun Academy, Beijing, China

  9. RALS: Resources and Baselines for Romanian Automatic Lexical Simplification

    Jul 22, 2026Fabian Anghel, Petru Theodor Cristea, Claudiu Creanga +1Simplification

    Human Language Technologies Research Center Faculty of Mathematics and Computer Science University of Bucharest

  10. LENS: LLM-guided Environment Simplification for Planning and Control in Clutter

    Jul 22, 2026Aileen Liao, Rachel Holladay, Dinesh Jayaraman +1Robotic ManipulationSemantic Scene Understanding

    University of Pennsylvania

  11. On Success and Simplicity: A Second Look at Transferable Vision-Language Attack Pipeline

    Jul 16, 2026Yuchen Ren, Zhengyu Zhao, Chenhao Lin +2Attacker Large Language ModelCross-Modal

    School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China · State Key Laboratory of Mathematical Engineering and Advanced Computing, Information Engineering University, Zhengzhou, China

  12. Letter Lemmatization: One-to-one and Banded RNNs for Reversing Character-Set Simplification and Abbreviation in Medieval Text

    Jul 10, 2026Anguelos Nicolaou, Maria Pia Tiseo, Tamas Kovacs +2Handwritten Text RecognitionCharacter Error Rate

    University of Graz, Graz, Austria · University of Basel, Basel, Switzerland · Universit`a degli Studi di Napoli Federico II, Naples, Italy

  13. Rethinking One-Step Image Editing through ChordEdit: Reproduction, Simplification, and New Insights

    Jun 12, 2026Minghan Li, Jeremy Moebel, Mengyu WangImage EditingTimestep

    Harvard AI and Robotics Lab

  14. Simplicity Suffices for Parameter Noise Injection in Stochastic Gradient Descent

    Jun 10, 2026Benjamin Leblanc, Louis-Jacob Lebel, Teddy Kana +1Stochastic Gradient DescentGaussian Noise

    Universit´e Laval

  15. Position: Don't Just "Fix it in Post": A Science of AI Must Study Training Dynamics

    Jun 3, 2026Stella Biderman, Mohammad Aflah Khan, Niloofar Mireshghallah +3Artificial Intelligence ResearchScientific Discovery

    1EleutherAI · 2Max Planck Institute for Software Systems · 3Carnegie Mellon University +3

  16. Knockoffs-based False Discovery Rate Control and Simplification for Deep Neural Networks

    Jun 3, 2026Wenyu Liao, Yiqing Shi, Fang XieFalse Discovery RateScreening

    Guangdong Provincial Key Laboratory of IRADS, Beijing Normal-Hong Kong Baptist University, Zhuhai 519087, China

  17. Quantifying and Optimizing Simplicity via Polynomial Representations

    May 28, 2026Tianren Zhang, Xiangxin Li, Minghao Xiao +2SimplificationDeep Network

    Department of Automation, Tsinghua University, Beijing, China.

  18. VeriSimpl: Robust Optimization Modeling from Natural Language using Simplification-based Verification

    May 24, 2026Sumaya Abdul Rahman, Seckhen Ariel Andrade Cuellar, Ghani Raissov +1Optimization ModelingSimplification

    Texas A&M University at Qatar, Doha, Qatar · Carnegie Mellon University in Qatar, Doha, Qatar · Qatar Computing Research Institute, Doha, Qatar

  19. A Fourier perspective on the learning dynamics of neural networks: from sample complexities to mechanistic insights

    May 16, 2026Fabiola Ricci, Claudia Merger, Sebastian GoldtNeural NetworkFourier

    International School of Advanced Studies (SISSA), Trieste, Italy

  20. From Sparsity to Simplicity: Enabling Simpler Sequential Replacements via Sparse Attention Distillation

    May 15, 2026Yuxin Ren, Maxwell D Collins, Miao Hu +1Transformer AttentionAttention Layers

    University of Arizona, Tucson AZ, USA · TetraMem, Inc., San Jose CA, USA

  21. Progressive Photorealistic Simplification

    May 11, 2026Adi Rosenthal, Dana Berman, Yedid Hoshen +1Simplification

    Reichman University · Google, Israel · Hebrew University

  22. Align and Shine: Building High-Quality Sentence-Aligned Corpora for Multilingual Text Simplification

    May 10, 2026Kenji Hilasaca, Nouran Khallaf, Serge SharoffSimplificationMotion-Language Alignment

    Centre for Translation, Localisation and Interpreting Studies School of Languages, Cultures and Societies University of Leeds, UK

  23. Distributional simplicity bias and effective convexity in Energy Based Models

    May 8, 2026Aurélien Decelle, Alfonso de Jesús Navas Gómez, Beatriz SeoaneFree-Energy LandscapeSpatial Photonic Ising Machines

    Escuela Técnica Superior de Ingenieros Industriales Universidad Politécnica de Madrid Calle de José Gutiérrez Abascal 2, Madrid 28006, Spain · Departamento de Física Teórica Universidad Complutense de Madrid Plaza de las Ciencias 1, Madrid 28040 · Departamento de Física Teórica & IPARCOS Universidad Complutense de Madrid Plaza de las Ciencias 1, Madrid 28040

  24. Mitigating Simplicity Bias in OOD Detection through Object Co-occurrence Analysis

    May 8, 2026Boyang Dai, Chaoqi Chen, Yizhou YuOut-Of-Distribution DetectionOut-Of-Distribution

    1The University of Hong Kong · 2Shenzhen University · 3Shenzhen Loop Area Institute

  25. Executable World Models for ARC-AGI-3 in the Era of Coding Agents

    May 6, 2026Sergey RodionovCoding AgentsArtificial Intelligence Agents

    SingularityNET

  26. RCProb: Probabilistic rule extraction from classification tree ensembles

    Apr 28, 2026Josue ObregonTree EnsemblesProbabilistic Model

    Department of Industrial Engineering, Seoul National University of Science and Technology (SeoulTech), Seoul, 01811, Republic of Korea

  27. When Less Is More: Simplicity Beats Complexity for Physics-Constrained InSAR Phase Unwrapping

    Apr 28, 2026Prabhjot Singh, Manmeet SinghSynthetic Aperture RadarSubsurface Scattering

    The University of Texas at Austin, USA · RediMinds Inc., USA · Western Kentucky University, USA

  28. Translate or Simplify First: An Analysis of Cross-lingual Text Simplification in English and French

    Apr 26, 2026Ido Dahan, Omer Toledano, Roey J. Gafter +4SimplificationLinguistics

    Faculty of Computer and Information Science, Institute for Applied AI Research · Department of Hebrew Language and Sociolinguistics · Department of Politics and Government +1

  29. From Benchmarking to Reasoning: A Dual-Aspect, Large-Scale Evaluation of LLMs on Vietnamese Legal Text

    Apr 17, 2026Van-Truong LeLegal Reasoning TasksReasoning Errors

    University of Science, VNUHCM Vietnam National University Hanoi Open University Ho Chi Minh, Vietnam · Vietnam National University · Hanoi Open University

  30. NanoGS: Training-Free Gaussian Splat Simplification

    Mar 17, 2026Butian Xiong, Rong Liu, Tiantian Zhou +33D Gaussian PrimitivesAnisotropic

    USC Institute for Creative Technologies · Texas A&M University

  31. To Use or not to Use Muon: How Simplicity Bias in Optimizers Matters

    Feb 28, 2026Sara Dragutinović, Yedi Zhang, Rajesh RanganathMuonAdam

    Courant Institute School of Mathematics, Computing, and Data Science, New York University · Gatsby Computational Neuroscience Unit, University College London

  32. Simplify to Amplify: Achieving Information-Theoretic Bounds with Fewer Steps in Spectral Community Detection

    Feb 19, 2026Sie Hendrata Dharmawan, Peter ChinCommunity DetectionSpectral Representation Method

    Thayer School Of Engineering · Dartmouth College · Hanover, NH, USA

  33. Neurosymbolic Characterization for Reliable Access Control Policy Analysis

    Oct 23, 2025Adarsh Vatsa, Bethel Hall, William EiersAccess ControlPolicy Evaluation

    Stevens Institute of Technology