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3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Co-Linguistics: AI-augmented Theory Construction in Linguistics

    Sep 29, 2026Emmanuel Chemla, Benjamin Spector, Alexandros Kalomoiros +1LinguisticsArtificial Intelligence Scientists

  2. Code4Scene: Benchmarking Coding Agents for Constructing and Editing 3D Scenes

    Sep 29, 2026Xiaokang Ye, Siddhant Hitesh Mantri, Zimeng Chen +63D Scene Generation3D Editing

    UC San Diego · UC Berkeley

  3. ProofLoom: Proof-Obligation-Driven Theory Construction for Autoformalizing Research-Level Stochastic Optimization

    Sep 28, 2026Feiming Wang, Daibo Li, Kun YuanTheorem ProvingStochastic Optimization

    Nankai University · Peking University

  4. Projective Normal Fields: A Convex Optimization Method for Constructing Smooth UDFs

    Sep 28, 2026Jiayi Kong, Chen Zong, Fei Hou +3Continuous Distance FieldPoint Clouds

    S-Lab Nanyang Technological University Singapore · College of Mathematics Nanjing University of Aeronautics and Astronautics China · Institute of Software Chinese Academy of Sciences China +2

  5. Interweaving Marginals into Multivariate Sample Paths: Training-Free Dependence Construction for Probabilistic Time Series Foundation Models

    Sep 22, 2026Jinmyeong Choi, Jinkwan Jang, Seul Lee +1Multivariate Time Series ForecastingTime Series Foundation Models

    Graduate School of Data Science Seoul National University

  6. Reproducibility is not construct validity: LLM measurement of institutionally situated communication

    Sep 17, 2026Veronika Batzdorfer, Carlo Romano Marcello Alessandro SantagiustinaInter-Annotator AgreementLarge Language Model Evaluation

    KIT · Department of Sociology and Computational Sociology, Karlsruhe Institute of Technology (KIT), Douglasstr. 24, 76133 Karlsruhe, Germany · ALMAnaCH, médialab, Sciences Po +2

  7. Beyond Landmark Extraction: A Framework for Robust Geometric Feature Construction in Structured Image Classification

    Sep 1, 2026Saravana Mauree, Sakshi AryaGeometric Machine LearningFeature Extraction

    Case Western Reserve University, Department of Mathematics, Applied Mathematics, and Statistics, Cleveland, OH, USA

  8. ConstructCIE: A Dataset for Extracting Causal Information from Construction Accident Narratives

    Aug 6, 2026Hung Nguyen, Jaehoon Lee, Namgyun Kim +1AccidentsAccident Source Term Evaluation Code

    Department of Computer Science, Texas A&M University · Department of Construction Science, Texas A&M University

  9. Towards a satellite image manipulation and deepfake localization benchmark dataset

    Aug 5, 2026Jacob Arndt, Debvrat Varshney, Philipe Dias +1Deepfake DetectionVision Datasets

    Oak Ridge National Laboratory, Oak Ridge, TN, USA

  10. DecoupleMix: Decoupled Ratio Search and Convex Allocation for Scalable VLM Data Recipes

    Jul 27, 2026Jiahao Xie, Zhongbin Guo, Qianle Wang +4Dataset ConstructionToken Budget Allocation

    ByteDance · ByteDance Commercial AI Team

  11. Pretraining EHR Foundation Models with Patient-Aware Sampling

    Jul 24, 2026Joshua Placidi, Yuxuan Liu, Jinpei Han +2Medical World ModelMimic-Iv Datasets

    Dept. of Computing, Imperial College London, London, United Kingdom · Dept. of Bioengineering, Imperial College London, London, United Kingdom · UKRI Centres in AI for Health, United Kingdom +1

  12. DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

    Jun 30, 2026Siyu Yan, Yizhen Gao, Yilin Wang +2Training DataAlphaevolve

    1Central South University

  13. Thinking Before Retrieving: Robust Zero-Shot Composed Image Retrieval via Strategic Planning and Self-Criticism

    Jun 30, 2026Gunho Jung, Jeong-Woo Park, Seon Bin Kim +1Zero-Shot Composed Image RetrievalMulti-Reference Image Generation

    Department of Artificial Intelligence, Korea University, Seoul, 02841, Republic of Korea

  14. FineGen: A VLM-based Multi-Agent Framework for Fine-Grained Image-Text Dataset Construction

    Jun 2, 2026Chang Kong, Yuebing Li, Peng Mo +2Fine-Grained PerceptionData Generation Pipelines

    Shenzhen Polytechnic University, Shenzhen, China · Institute of Applied Artificial Intelligence of the Guangdong-Hong Kong Macao2026 Greater Bay Area, Shenzhen, China · Shenzhen University, China

  15. Modeling Robotics Dataset Construction as an Artifact-Based Build Process

    May 29, 2026Leon Pohl, Lukas Beer, George Sebastian +1Large-Scale Robot Demonstration DatasetsDataset Construction

    Institute for Autonomous Driving, University of the Bundeswehr Munich, 85579 Neubiberg, Germany

  16. Psychological Constructs in Shared Semantic Space

    May 26, 2026Hubert PlisieckiPsychologyDataset Construction

    IDEAS Research Institute

  17. Do Language Models Know What Not to Say? Causal Evidence for Statistical Preemption in LLMs

    May 21, 2026Dongxin Guo, Jikun Wu, Siu Ming YiuLarge Language Models FailLinguistics

    The University of Hong Kong · Hong Kong, China · Stellaris AI Limited

  18. Component-Aware Structure-Preserving Style Transfer for Satellite Visual Sim2Real Data Construction

    May 19, 2026Zongwu Xie, Yonglong Zhang, Yifan Yang +2Synthetic-To-Real Domain GapPhotorealistic Style Transfer

    State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Harbin 150001, Heilongjiang, China

  19. Ensuring Reliability in Programming Knowledge Tracing: A Re-evaluation of Attention-augmented Models and Experimental Protocols

    May 6, 2026Jaewook Kim, Hyeoncheol KimModel EvaluationTraces

    Korea University, Seoul, Republic of Korea

  20. DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents

    May 3, 2026Qisong Zhang, Wenzhuo Wu, Zhuangzhuang Jia +7AlphaevolveIterative Self-Correction

    School of Artificial Intelligence, Beijing University of Posts and Telecommunications · Institute of Artificial Intelligence · Institute of Artificial Intelligence (TeleAI), China Telecom

  21. From Backward Spreading to Forward Replay: Revisiting Target Construction in LLM Parameter Editing

    May 1, 2026Wei Liu, Hongkai Liu, Zhiying Deng +2Multimodal Knowledge EditingForward Propagation

    National University of Singapore · Laboratory for Artificial Intelligence and New Forms of Education, National Engineering Research Center for Educational Big Data, Faculty of Artificial Intelligence in Education, Central China Normal University · University of Oxford

  22. Rethinking the Comparison Unit in Sequence-Level Reinforcement Learning: An Equal-Length Paired Training Framework from Loss Correction to Sample Construction

    Apr 19, 2026Fei Ding, Yongkang Zhang, Runhao Liu +5Sequence ModelingTraining-Inference Mismatch

    Alibaba Group · Tsinghua University

  23. How to Correctly Make Mistakes: A Framework for Constructing and Benchmarking Mistake Aware Egocentric Procedural Videos

    Apr 16, 2026Olga Loginova, Frank KellerEgocentric VideoDataset Construction

    University of Trento · Italy · University of Edinburgh +1

  24. MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards

    Jan 9, 2026Zhiyu Shen, Ziming Wu, Fuming Lai +2Long-Term MemoryMemory-Augmented Framework

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China · Tencent Inc.

  25. Dataset Construction for Training LLM to Learn Analog Circuit Knowledge

    Aug 14, 2025Zihao Chen, Ji Zhuang, Jinyi Shen +11Analog DesignLarge Language Model Training

    Fudan University, Shanghai, China

  26. Formally Solving Answer-Construction Problems in Lean

    May 24, 2025Jialiang Sun, Yuzhi Tang, Ao Li +2Theorem ProvingOpen Problems

    University of Toronto, Toronto, Canada · Georgia Institute of Technology, Atlanta, USA

  27. Evaluating LLMs on Chinese Topic Constructions: A Research Proposal Inspired by Tian et al. (2024)

    Apr 21, 2025Xiaodong YangMandarinLarge Language Model Evaluation

    College of Foreign Languages Zhejiang University of Technology 288, Liuhe Rd., Xihu District, Hangzhou, Zhejiang, 310023 China

  28. Formalizing building-up constructions of self-dual codes through isotropic lines in Lean

    Date pendingJae-Hyun Baek, Jon-Lark KimSource-Channel CodingDataset Construction

    Department of Artificial Intelligence and Institute for Mathematical and Data Sciences Sogang University, Seoul, Korea · Department of Mathematics and Institute for Mathematical and Data Sciences Sogang University, Seoul, Korea