Text Analysis and Detection

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39 papers in the last four weeks, up 56% on the four weeks before. 0.5% of all new papers.

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  1. ScribbleEdit: Synthetic Data for Image Editing with Scribbles and Text

    May 1, 2026Anya Ji, George Ma, Téa Wright +4Diffusion-Based Image EditingSynthetic Data

    University of California, Berkeley

  2. A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text Obfuscation

    May 1, 2026Stephen Meisenbacher, Angelo Kleinert, Florian MatthesObfuscationText Analysis and Detection

    Technical University of Munich School of Computation, Information and Technology Department of Computer Science Garching, Germany

  3. Map2World: Segment Map Conditioned Text to 3D World Generation

    May 1, 2026Jaeyoung Chung, Suyoung Lee, Jianfeng Xiang +23D WorldDynamic Environments

    Seoul National University · Microsoft Research · Microsoft Research Asia

  4. Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking

    May 1, 2026Joeun Kim, HoEun Kim, Dongsup Jin +1Large Language Model WatermarksMulti-Bit Watermarking

    Department of AI, DGIST, Daegu, Republic of Korea · Department of ICT Convergence, University of Ulsan, Ulsan, Republic of Korea · Department of EECS, DGIST, Daegu, Republic of Korea

  5. Budget-Aware Routing for Long Clinical Text

    May 1, 2026Khizar Qureshi, Geoffrey Martin, Yifan PengLarge Language Model RoutingToken Budget Allocation

    MIT, Cambridge, MA · Cornell University, Ithaca, NY · Weill Cornell Medicine, New York, NY

  6. The TEA Nets framework combines AI and cognitive network science to model targets, events and actors in text

    Apr 30, 2026Sebastiano Franchini, Alexis Carrillo, Edoardo Sebastiano De Duro +3Natural Language ProcessingText Analysis and Detection

    1*CogNosco Lab, Department of Psychology and Cognitive Science, University of Trento, Rovereto, Trento, Italy.

  7. Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings

    Apr 30, 2026Tomomasa Hara, Hiroto Kurita, Masaaki Imaizumi +2Token EmbeddingsText Embeddings

    Tohoku University · The University of Tokyo · Kyoto University +3

  8. Emotion-Aware Clickbait Attack in Social Media

    Apr 30, 2026Syed Mhamudul Hasan, Mohd. Farhan Israk Soumik, Abdur R. ShahidSocial MediaStylization

    Southern Illinois University Carbondale, IL, USA

  9. Differentially-Private Text Rewriting reshapes Linguistic Style

    Apr 29, 2026Stefan ArnoldStylistic FidelityPrivacy

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

  10. Text Style Transfer with Machine Translation for Graphic Designs

    Apr 29, 2026Deergh Singh Budhauria, Sanyam Jain, Rishav Agarwal +1Photorealistic Style TransferMachine Translation

    Adobe Noida, India · Adobe San Jose, California, USA

  11. DSIPA: Detecting LLM-Generated Texts via Sentiment-Invariant Patterns Divergence Analysis

    Apr 29, 2026Siyuan Li, Aodu Wulianghai, Guangyan Li +5Text Analysis and DetectionDivergence

    School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Shanghai Key Laboratory of Integrated Administration Technologies for Information Security, Shanghai, China · State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China

  12. A Faceted Proposal for Transparent Attribution of AI-Assisted Text Production

    Apr 28, 2026Geraldo XexéoAuthorshipWriting

    Programa de Engenharia de Sistemas e Computação, COPPE - Universidade Federal do Rio de Janeiro, Rio de Janeiro,RJ – Brasil[cs.CY]

  13. The Safety-Aware Denoiser for Text Diffusion Models

    Apr 28, 2026Amman Yusuf, Zhejun Jiang, Mijung ParkDiffusion Language ModelsLarge Language Model Safety

    Department of Computer Science, The University of British Columbia, Vancouver, Canada.

  14. Sparse Personalized Text Generation with Multi-Trajectory Reasoning

    Apr 27, 2026Bo Ni, Haowei Fu, Qinwen Ge +10Large Language Model PersonalizationPreference Alignment

    Department of Computer Science, Vanderbilt University, Nashville, Tennessee · Adobe Research, San Jose, California · University of Orgeon, Eugene, Oregon

  15. Probing CLIP's Comprehension of 360-Degree Textual and Visual Semantics

    Apr 27, 2026Hai Wang, Xiaochen Yang, Mingzhi Dong +1Frozen Contrastive Language-Image Pre-Training Visual EncoderContrastive Language-Image Pre-Training Model

    Department of Statistical Science, University College London, UK · School of Mathematics and Statistics, University of Glasgow, UK · Department of Computer Science, University of Bath, UK.

  16. TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering

    Apr 27, 2026Dongxing Mao, Yilin Wang, Linjie Li +2Modern Text-To-Image ModelsVision-Language Model Grounding

    Central South University · Zhejiang University · Microsoft Research

  17. Can You Make It Sound Like You? Post-Editing LLM-Generated Text for Personal Style

    Apr 27, 2026Connor Baumler, Calvin Bao, Huy Nghiem +3Stylistic FidelityAi-Assisted Writing

    University of Maryland

  18. Reading in the Dark: Low-light Scene Text Recognition

    Apr 26, 2026Xuanshuo Fu, Lei Kang, Ernest Valveny +2Low-Light ImagesScene Text Recognition

    Computer Vision Center, Barcelona, Spain

  19. Learning from Imperfect Text Guidance: Robust Long-Tail Visual Recognition with High-Noise Label

    Apr 25, 2026Mengke Li, Haiquan Ling, Yiqun Zhang +2Noisy LabelsRecent Vision-Language Models

    CSSE, Shenzhen University · SCST, Guangdong University of Technology · INFORMATICS, Xiamen University

  20. ReLeVAnT: Relevance Lexical Vectors for Accurate Legal Text Classification

    Apr 24, 2026Ishaan Gakhar, Harsh NandwaniLarge Language Model ClassificationUnstructured Data

    Perssonify · Levi & Korsinsky

  21. TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval

    Apr 23, 2026Zixu Li, Yupeng Hu, Zhiheng Fu +3Composed Image RetrievalImage-Text Pairs

    School of Software, Shandong University · Department of Computing, Hong Kong Polytechnic University · School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)

  22. UKP_Psycontrol at SemEval-2026 Task 2: Modeling Valence and Arousal Dynamics from Text

    Apr 23, 2026Darya Hryhoryeva, Amaia Zurinaga, Hamidreza Jamalabadi +1Valence-Arousal EstimationAffective

    Ubiquitous Knowledge Processing Lab (UKP Lab), Technical University of Darmstadt · National Research Center for Applied Cybersecurity ATHENE, Germany · Psychiatric Control Systems Lab, Marburg University

  23. Planning Beyond Text: Graph-based Reasoning for Complex Narrative Generation

    Apr 23, 2026Hanwen Gu, Chao Guo, Junle Wang +2Narrative GenerationNarratives

    Institute of Automation, Chinese Academy of Sciences · Tencent Turing Lab

  24. Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model

    Apr 23, 2026Runheng Liu, Heyan Huang, Xingchen Xiao +1Machine-Generated Text DetectionZero-Shot

    School of Computer Science and Technology, Beijing Institute of Technology

  25. Subject-level Inference for Realistic Text Anonymization Evaluation

    Apr 23, 2026Myeong Seok Oh, Dong-Yun Kim, Hanseok Oh +6AnonymizationTamper Localization

    Tscientific, South Korea · Soongsil University, South Korea · Yonsei University, South Korea +1

  26. Decoding Text Spans for Efficient and Accurate Named-Entity Recognition

    Apr 22, 2026Andrea Maracani, Savas Ozkan, Junyi Zhu +2Named-Entity RecognitionInformation Extraction

    Samsung Research UK, Staines-upon-Thames, United Kingdom

  27. Text Steganography with Dynamic Codebook and Multimodal Large Language Model

    Apr 22, 2026Jianxin Gao, Ruohan Lei, Wanli PengSteganographyLarge Language Model Watermarks

    China Agricultural University Beijing, China

  28. Bootstrapping Post-training Signals for Open-ended Tasks via Rubric-based Self-play on Pre-training Text

    Apr 21, 2026Chengyu Huang, Sheng-Yen Chou, Zhengxin Zhang +1Self-PlayPost-Training

    Department of Computer Science, Cornell University

  29. Multiplication in Multimodal LLMs: Computation with Text, Image, and Audio Inputs

    Apr 20, 2026Samuel G. Balter, Ethan Jerzak, Connor T. JerzakMultimodal Large Language ModelsModalities

    University of Texas at Austin · National University of Singapore (NUS)

  30. Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

    Apr 20, 2026Chenxi Zhao, Chen Zhu, Xiaokun Feng +6Few-Step GenerationText-Conditioned Diffusion Model

    College of Computer Science, Nankai University · AMAP, Alibaba Group

  31. Can LLM-Generated Text Empower Surgical Vision-Language Pre-training?

    Apr 20, 2026Chengan Che, Chao Wang, Jiayuan Huang +2Medical Vision-Language ModelsMultimodal Pretraining

    Visual Understanding Research Group, Department of Informatics, King’s College London, UK

  32. Implicit Causal Graph Construction in Text via Chain Discovery

    Apr 20, 2026Liesbeth Allein, Marie-Francine MoensCausal GraphText Analysis and Detection

    Department of Computer Science, KU Leuven, Belgium · Department of Electronics and Information Systems, Ghent University, Belgium

  33. Weakly-Supervised Referring Video Object Segmentation through Text Supervision

    Apr 20, 2026Miaojing Shi, Jun Huang, Zijie Yue +1Video Object SegmentationVideo Captioning

    College of Electronic and Information Engineering, Tongji University

  34. REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning

    Apr 19, 2026Seungmin Lee, Jeonghwan Lee, Hyunkuk Lim +2Domain-Adapted DiffusionRegularization

    PwC Korea GenAI Team, Seoul, South Korea

  35. Bidirectional Small-Granularity Search between Code and Text

    Apr 19, 2026Marco A. Valenzuela-Escárcega, Enrique Noriega-Atala, Gus Hahn-Powell +2Text Analysis and DetectionIn-Domain Accuracy

    Lex Machina · The University of Arizona, Tucson, AZ, USA

  36. TeMuDance: Contrastive Alignment-Based Textual Control for Music-Driven Dance Generation

    Apr 18, 2026Xinran Liu, Diptesh Kanojia, Wenwu Wang +1High-Fidelity Conditional GenerationText Analysis and Detection

    University of Surrey, Guildford, Surrey, UK · 2Jiangnan University, Wuxi, Jiangsu, China

  37. Alignment Imprint: Zero-Shot AI-Generated Text Detection via Provable Preference Discrepancy

    Apr 18, 2026Junxi Wu, Kailin Huang, Dongjian Hu +4Machine-Generated Text DetectionLarge Language Model Alignment

    Nankai University · Tsinghua University · Wuhan University +3

  38. Federation over Text: Insight Sharing for Multi-Agent Reasoning

    Apr 18, 2026Dixi Yao, Tahseen Rabbani, Manzil Zaheer +1Multi-Agent ReasoningFederated Learning

    University of Chicago · Google DeepMind

  39. Detecting Alarming Student Verbal Responses using Text and Audio Classifier

    Apr 17, 2026Christopher Ormerod, Gitit KehatProsodyAlarm Fatigue

  40. Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration

    Apr 17, 2026Jun Li, Lizhi Xiong, Ziqiang Li +4Concept ErasureText Generation

    Nanjing University of Information Science and Technology · Southeast University · Nanjing University of Science and Technology

  41. From Intention to Text: AI-Supported Goal Setting in Academic Writing

    Apr 17, 2026Yueling Fan, Richard Lee Davis, Olga VibergWritingAi-Assisted Writing

    Department of Media Technology and Interaction Design, KTH Royal Institute of Technology, Stockholm, Sweden · Department of Digital Learning, KTH Royal Institute of Technology, Stockholm, Sweden · Digital Futures, Stockholm, Sweden

  42. MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events

    Apr 16, 2026Raunak Agarwal, Markus Wenzel, Simon Baur +3Multi-Label ClassificationMultimodal Clinical Data

    Department of Artificial Intelligence Fraunhofer Heinrich Hertz Institute Berlin, 10587, Germany

  43. Hijacking Text Heritage: Hiding the Human Signature through Homoglyphic Substitution

    Apr 11, 2026Robert DilworthStylometricAnonymization

    Department of Computer Science and Engineering, Mississippi State University, Mississippi State, Mississippi, USA

  44. Interpretable Predictability-Based AI Text Detection: A Replication Study

    Mar 16, 2026Adam Skurla, Dominik Macko, Jakub SimkoStylometricAuthorship

    Faculty of Information Technology, Brno University of Technology, Brno, Czechia · Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia

  45. Scene Generation at Absolute Scale: Utilizing Semantic and Geometric Guidance From Text for Accurate and Interpretable 3D Indoor Scene Generation

    Mar 14, 2026Stefan Ainetter, Thomas Deixelberger, Edoardo A. Dominici +33D Scene Generation3D Generative Models

    Huawei Technologies, Austria · Graz University of Technology, Austria · Huawei Technologies, Switzerland

  46. Asking the Right Questions: Ontology-Grounded Interpretable Embeddings for Biomedical Text

    Mar 2, 2026Yixuan Tang, Zhenghong Lin, Yandong Sun +3Biomedical TextText Embeddings

    School of Computing, National University of Singapore

  47. Textual Planning with Explicit Latent Transitions

    Feb 4, 2026Eliezer Shlomi, Ido Levy, Eilam Shapira +6Large Language Model PlanningClassical Planning

    Technion – Israel Institute of Technology, Haifa, Israel · IBM, Haifa, Israel.

  48. Text-only adaptation in LLM-based ASR through text denoising

    Jan 28, 2026Andrés Carofilis, Sergio Burdisso, Esaú Villatoro-Tello +8Automatic Speech RecognitionLarge Language Model Adaptation

    Idiap Research Institute · EPFL, Lausanne · Uniphore +2

  49. GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models

    Dec 17, 2025Bozhou Li, Sihan Yang, Yushuo Guan +6Text-To-Video Diffusion ModelsText-To-Image

    Peking University · Kling Team, Kuaishou Technology · Xi’an Jiaotong University +1

  50. CADKnitter: Compositional CAD Generation from Text and Geometry Guidance

    Dec 12, 2025Tri Le, Khang Nguyen, Baoru Huang +2Image-To-Cad GenerationSewing

    FPT Software AI Center, Vietnam · Department of Robotics, Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), UAE · Department of Computer Science, University of Liverpool, UK +1

  51. ASCIIBench: Evaluating Language-Model-Based Understanding of Visually-Oriented Text

    Dec 2, 2025Kerry Luo, Michael Fu, Joshua Peguero +6Modern Text-To-Image ModelsText Analysis and Detection

    Algoverse AI Research

  52. Black-Box Detection of LLM-Generated Text Using Generalized Jensen-Shannon Divergence

    Oct 8, 2025Shuangyi Chen, Ashish KhistiMachine-Generated Text DetectionBlack Box

    Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada.

  53. Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration

    Sep 25, 2025Dongkyu Cho, Miao Zhang, Rumi ChunaraText Analysis and Detection

    Department of Computer Science, New York University, New York, NY, United States · Department of Biostatistics, School of Global Public Health, New York University, New York, NY, United States

  54. Fast segmentation of watermarked texts from large language models through an epidemic change-point framework

    Sep 25, 2025Soham Bonnerjee, Subhrajyoty Roy, Sayar KarmakarLarge Language Model WatermarksWatermarks

    University of Chicago · Washington University in St. Louis · University of Florida

  55. Polarity Detection of Sustainable Development Goals in News Text

    Sep 24, 2025Andrea Cadeddu, Alessandro Chessa, Vincenzo De Leo +5SustainabilityHeadlines

    Linkalab s.r.l., Viale Elmas, 142, Cagliari, 09122, Italy · Department of Mathematics and Computer Science, University of Cagliari, via Ospedale2026 72, Cagliari, 09124, Italy · Knowledge Media Institute, The Open University, Walton Hall, Kents Hill, Milton Keynes, MK76AA, United Kingdom

  56. A quantitative analysis of semantic information in deep representations of text and images

    May 21, 2025Santiago Acevedo, Andrea Mascaretti, Riccardo Rende +3Semantic RepresentationsMultimodal Representations

    Scuola Internazionale Superiore di Studi Avanzati (SISSA) · Universitat Pompeu Fabra (UPF) · Catalan Institute of Research and Advanced Studies (ICREA) and Universitat Pompeu Fabra (UPF)

  57. Ensemble Learning for Large Language Models in Text and Code Generation: A Survey

    Mar 13, 2025Mari Ashiga, Wei Jie, Fan Wu +5Large Language Model GenerationCode Generation

    School of Computing and Engineering, University of West London, London W5 5RF, United Kingdom · Turing Intelligence Technology Limited, London EC2M 2PF, United Kingdom · School of Computer Science, University of Leeds, Leeds LS2 9JT, United Kingdom

  58. A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond

    Feb 17, 2025Shreya Shukla, Jose Torres, Akshaj Murhekar +4ElectroencephalographyGenerative Artificial Intelligence

    School of Information, The University of Texas at Austin, Austin, TX, USA · Institute of Applied Computer Science, Łód´z University of Technology, Łód´z, Poland

  59. DICE: Distilling Classifier-Free Guidance into Text Embeddings

    Feb 6, 2025Zhenyu Zhou, Defang Chen, Can Wang +2Text-To-Image Diffusion ModelsMulti-Reference Image Generation

    Zhejiang University, State Key Laboratory of Blockchain and Data Security · University at Buffalo, State University of New York

  60. TeD-Loc: Text Distillation for Weakly Supervised Object Localization

    Jan 22, 2025Shakeeb Murtaza, Soufiane Belharbi, Alexis Guichemerre +2Object LocalizationVision-Language Model Grounding

    LIVIA, ILLS, Dept. of Systems Engineering, ETS Montreal, Canada