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. Rethinking Memorization Mitigation in Diffusion Models: Reinforcing Text Conditioning

    Oct 1, 2026Hyungjun Joo, Sehwan Kim, Hyeonggeun Han +2Text-To-Image Diffusion ModelsDiffusion Models

    Seoul National University · Konkuk University

  2. No Model Required: Text Entropy Rate Filtering Mitigates Iterative Fine-Tuning Collapse

    Oct 1, 2026Lewis MitchellCollapseToken-Level Entropy

    Adelaide Data Science Centre School of Mathematical Sciences Adelaide University Adelaide SA 5005, Australia

  3. DeBERTa-ConPara: Attack-Aware and Deployment-Realistic Detection of AI-Generated Text

    Oct 1, 2026Mohamed Mady, Yupei Li, Johannes Reschke +1Machine-Generated Text DetectionBert-Based Models

    CHI, Chair of Health Informatics, Technical University of Munich, Germany · Smart Embedded Systems Lab, OTH Regensburg, Germany · GLAM, Group on Language, Audio & Music, Imperial College London, UK

  4. When Can Text Replace Vision? Structural Bottlenecks in Diagram Reasoning

    Sep 30, 2026Yunbei Zhang, Janet Wang, Jihun Hamm +1DiagramsVisual Reasoning

    Tulane University · Virginia Tech

  5. Beyond Text: LLM-Based Dimensional Emotion Evaluation in Multimodal Dialogue

    Sep 30, 2026Yutong Hu, Jinho ChoiEmotion RecognitionValence-Arousal Estimation

    Emory University Atlanta, GA

  6. Does Text Steer Neural PDE Surrogates? A Controlled Diagnostic with OperatorCLIP

    Sep 29, 2026Aadi Dash, Lennon J. Shikhman, Michael GalarnykNeural OperatorsText-Conditioned Diffusion Model

    College of Computing, Georgia Institute of Technology · Department of Mathematics and Systems Engineering, Florida Institute of Technology · Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology

  7. The Backdrop Exposes What the World Around an Agent Costs It

    Sep 29, 2026Nusrat Jahan Lia, Shubhashis Roy DiptaHazardWorld

    University of Dhaka · University of Maryland, Baltimore County

  8. PAMI: Part Anchored Motion for Text to Human-Object Interaction Generation

    Sep 29, 2026Chuqiao Li, Xianghui Xie, Yong Cao +2Interaction DataText Analysis and Detection

    Tübingen AI Center, University of Tübingen, Germany · Max Planck Institute for Informatics, Saarland Informatics Campus, Germany

  9. One Threshold Does Not Fit All Languages: Language-Conditional Deferral for Reliable and Efficient Low-Resource Text Classification

    Sep 29, 2026Bhanu Prakash Vangala, Vangala NavyaLow-Resource LanguagesLarge Language Model Classification

    University of Missouri · Amar Bio Tech Pvt Ltd

  10. Which papyrus HTR is good enough? Character-error-rate tolerance of four papyrological tasks on Greek texts

    Sep 29, 2026Anton Repushko, Elena ChepelHandwritten Text RecognitionHistorical Manuscripts

    Independent Researcher, Berlin, Germany. · University of Vienna, Vienna, Austria.

  11. Exploring In-Context Learning for Handwritten Text Recognition

    Sep 29, 2026Eric Ayllon, Abel Gandia, Jorge Calvo-ZaragozaHandwritten Text RecognitionHandwriting

  12. RVQ Position Aware Speculative Decoding for On Device Text to Speech

    Sep 29, 2026Berkin Durmus, Eduardo Pacheco, Zach Nagengast +1Autoregressive Text-To-SpeechAutoregressive Decoding

    Argmax, Inc., USA

  13. CollageAttack: Exploiting Cross-Modal Alignment Flaws in T2I Models through Spatial Text Composition

    Sep 29, 2026Zhiyi Mou, Yao Lu, Wangze Ni +6Text-To-ImageWhite-Box Spectral-Subspace-Guided Attack

    Zhejiang University · Hong Kong Polytechnic University

  14. From Sharp Eyes to Expert Mind: Internalizing Expert Knowledge in MLLMs for Tampered Text Detection

    Sep 28, 2026Kaiqing Lin, Songze Li, Shen Chen +8Tamper LocalizationDigital Forensics

    Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen 518060, China · Tencent Youtu Lab, Shanghai, China

  15. Handwritten Text Recognition Lives in the High-Pixel Variance Subspace

    Sep 28, 2026Carlos Garrido-Munoz, Jorge Calvo-ZaragozaHandwritten Text RecognitionHandwriting

    University of Alicante, Spain

  16. Using LLMs to Detect LLM-Generated Texts: A Cross-Generation Analysis

    Sep 28, 2026Haiyue Yuan, Jie Guo, Weidong Qiu +3Machine-Generated Text DetectionAuthorship

    Institute of Cyber Security for Society (iCSS) & School of Computing, University of Kent, UK · School of Cyber Science and Engineering, Shanghai Jiao Tong University, China · School of Computer Science, University of Birmingham, UK

  17. Distilling Visual Reasoning into Text Space

    Sep 28, 2026Wenhan Yang, Nilay Naharas, Ali Payani +1Recent Vision-Language ModelsMultimodal Reasoning Benchmarks

    University of California, Los Angeles · Cisco Research

  18. Enhanced Video Text Editing with Trajectory-Aligned Glyph Rendering

    Sep 28, 2026Shulian Zhang, Xiangyu Shu, Wenbo Li +2Video EditingVideo Diffusion Models

    South China University of Technology · The Chinese University of Hong Kong · Huawei

  19. The Text Beside the Image: Detection, Utility and Leakage for Trustworthy Multimodal Medical Data and Beyond

    Sep 27, 2026Andreas Maier, Monica Hinrichs-Mayer, Franziska Weber +4Multimodal Clinical DataReference-Guided Multimodal In-Context Verification

    Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany · Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany · Universitätsklinikum Erlangen, Germany +1

  20. Robust Detection of LLM-Generated Text under Contamination

    Sep 24, 2026Jiaxun Li, Saptarshi Chakraborty, Ambuj TewariMachine-Generated Text DetectionText Analysis and Detection

    Department of Statistics, University of Michigan

  21. ChunkRank: Model-Aware Text Chunking and Abstention-Aware Answer Selection for LLM Pipelines

    Sep 24, 2026Amit Nautiyal, Ayush Bhatt, Gaurav NautiyalChunkQuestion-Answering Benchmarks

  22. TOLA: Text-aware One-Step Latent Adaptation for Diffusion-based Text Image Super-Resolution

    Sep 24, 2026Yike Xu, Yue Shi, Yong Guo +1Real-World Image Super-ResolutionText-To-Image Diffusion Models

    Shanghai Jiao Tong University · University of Chinese Academy of Sciences · Shanghai AI Laboratory

  23. Tag-Aware Structured Text Translation: Towards a Systematic Understanding

    Sep 24, 2026Zhanglin Wu, Hengchao Shang, Daimeng Wei +5Machine TranslationMotion-Language Alignment

    Huawei Translation Service Center, Beijing, China

  24. MEVL-STP: Multi-Encoder and Vision Language Model for Arbitrarily Shaped Scene Text Spotting

    Sep 23, 2026Aman Anand, Partha Pratim Roy, Shivakumara PalaiahnakoteScene Text RecognitionOpen-Vocabulary Object Detection

    Rajiv Gandhi Institute of Petroleum Technology, India · Indian Institute of Technology (ISM) Dhanbad, India · University of Salford, UK

  25. Repurposing Pre-trained LLMs as High Fidelity Continuous Text Autoencoders

    Sep 23, 2026Arkanath Pathak, Unnat Jain, Alexander C. BergAutoencoder ArchitecturesSentence Encoders

    University of California, Irvine

  26. Phonemizing User-Generated Text: A Benchmark, Taxonomy, and Compositional Approach

    Sep 23, 2026MinJu Jeon, Younghan Park, Han Sung Park +3Grapheme-To-PhonemeText Analysis and Detection

    NAVER Cloud · Hanyang University · Carnegie Mellon University +1

  27. Discovery-Driven Integration of Disjoint Tables via Text

    Sep 22, 2026Md Ataur Rahman, Dimitris Sacharidis, Oscar Romero +1Data LakesTabular Data

    UPC, BarcelonaTech Barcelona, Spain · Université Libre de Bruxelles Brussels, Belgium

  28. How to Estimate Whether You Have Found Several Needles in a Haystack: Measuring Calibration in Multi-Label Text Classification

    Sep 22, 2026Sophie Henning, Georg Hofmann, Alexander Schulte +2Multi-Label ClassificationConfidence Estimation

    TU Munich · Munich Center for Machine Learning (MCML) · LMU Munich +3

  29. Auditing Proxy-Based Validation Across Text Spans

    Sep 22, 2026Daein Weon, Dong Ho KangValidationScores

    Kookmin University · UStechlab

  30. Evaluating Decision Models for Text Annotation in Computational Social Science

    Sep 21, 2026Hazem Ibrahim, Yasir ZakiLarge Language Model AnnotationsComputational Social Science

    Computer Science, New York University Abu Dhabi, Abu Dhabi, UAE

  31. TAC-Time: Texts as Channels For Multimodal Time Series Forecasting

    Sep 21, 2026Jiayi Liang, Xiaotian Gu, Xinyu Xie +2Multivariate Time Series ForecastingTemporal Dynamics

    East China Normal University Shanghai, China

  32. All-in-One Multilingual Scene Text Recognition with Script-aware Mixture-of-Experts

    Sep 21, 2026Xingsong Ye, Yongkun Du, Jiaxin Zhang +6Scene Text RecognitionLingdt-Vl-Ocr

    Institute of Trustworthy Embodied AI, Fudan University · Shanghai Key Laboratory of Multimodal Embodied AI · WeChat Vision, Tencent Inc. +1

  33. STEVE: Stabilizing Textual Gradient-Based Prompt Optimization via Error-Driven Refinement and Regularized Verification

    Sep 20, 2026Yifan Xu, Yixuan Li, Xinzhuo Li +4Prior Prompt Optimization TechniquesText Generation

    University of Illinois Urbana-Champaign · Google DeepMind

  34. Pay More Attention To Text In High-Resolution MLLMs

    Sep 20, 2026Zhongkuan Mao, Wenzhuo Zhao, Xianjie Liu +7Multimodal Large Language ModelsCitation Hallucination Detection

    National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University · College of Computer Science, Sichuan University · Peking University +2

  35. Is Trump's Vocabulary Poor? Vocabulary Richness Across Texts of Different Lenghts

    Sep 15, 2026Dominique Labbe, Cyril Labbe, Jacques SavoyPolitical DiscourseText Analysis and Detection

    Science Po, Université Grenoble Alpes · Laboratoire LIG, Université Grenoble Alpes · Computer Science, University of Neuchatel

  36. Not Another Text Benchmark: Putting the "Visual" Back in Visual Question Answering for Large Video Models

    Sep 15, 2026Rwiddhi Chakraborty, Yinong, Wang +7Video UnderstandingText Analysis and Detection

    Oliver · University of Copenhagen · Carnegie Mellon University +4

  37. FLAT: Resampling Image and Text into 1D Flexible-Length Aligned Transmodal Tokens for Retrieval and Generation

    Sep 15, 2026Guangyu Sun, Shlok Kumar Mishra, Wentao Bao +8Multimodal RepresentationsModality Alignment

    Meta AI

  38. Where Post-Training Quantization Breaks Text Embedders: A Measured Map Across Four Embedder Families

    Sep 14, 2026Hyojung HanPost-Training QuantizationLarge Language Model Quantization

    ThakiCloud

  39. The record is part of the task: matched-record evaluation of text classifiers across maintenance, safety and recall reporting

    Sep 14, 2026Hisham Ihshaish, Peter Mayhew, Tasnim M. A. Zayet +1ReportPrecision Recall

    School of Computing and Creative Technologies, University of the West of England, Bristol, UK · Department of Computer Science, Birzeit University, Birzeit, Palestine · GE Aerospace, Cheltenham, UK +1

  40. ESG: Generating Physically Consistent Dynamic 3D Scenes from Text Descriptions

    Sep 14, 2026Xintong Fang, Zhiyuan Fang, Rengan Xie +63D Scene GenerationSpatio-Temporal Scene Graphs

    Zhejiang University, Hangzhou, China · State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China · Korea Advanced Institute of Science and Technology (KAIST) +1

  41. TEAR: Table Extraction with Attribute Recommendation from Texts via Large Language Models

    Sep 14, 2026Tong Li, Shuye Ding, Jiachuan Wang +4Information ExtractionText Analysis and Detection

    Hong Kong University of Science and Technology Hong Kong SAR, China · Hong Kong University of Science and Technology (Guangzhou) Guangzhou, China · South China Normal University Guangzhou, China

  42. LLM-Enhanced Dual-Branch Learning for Large-Scale Multi-Label Text Classification

    Sep 14, 2026Hui Ye, Jing Zhang, Xiulong Yang +1Multi-Label ClassificationSemantic Representations

    Department of Computer Science, Georgia State University, Atlanta, GA 30303, USA · Amazon, San Diego, CA, USA · School of Computer Science, Central China Normal University, Wuhan 430079, China

  43. I Am No One: Style-Aware Paraphrasing for Text Anonymization

    Sep 14, 2026Ahmed Sohair Khan, Estrid He, Monica Wachowicz +1AnonymizationStylometric

    RMIT University, Melbourne, Australia

  44. Zero-shot video highlight detection based on text descriptions and synthetic images

    Sep 13, 2026Michal Byra, Alberto Presta, Grzegorz Stefanski +1Ai-Generated Video DetectionFine-Grained Video Understanding

    Samsung AI Center, Warsaw, Poland · Institute of Fundamental Technological Research, Polish Academy of Sciences, Warsaw, Poland

  45. Cross-Lingual Clinical Annotation Projection as Constrained Text Generation: A Six-Language Study

    Sep 12, 2026Álvaro Rey-Blanes, Francisco J. Moreno-Barea, Francisco J. VeredasNatural Language ProcessingMotion-Language Alignment

    Department of Programming Languages and Computer Sciences, Universidad de Málaga, Málaga, Spain · Research Institute of Multilingual Language Technologies, Universidad de Málaga, Málaga, Spain · IBIMA Plataforma BIONAND, Instituto de Investigación Biomédica de Málaga, Málaga, Spain

  46. Watermarks Without Verification: AI Text Watermarking After the EU AI Act

    Sep 10, 2026Alexander Nemecek, Vipin Chaudhary, Erman AydayAi-Generated Content DetectionWatermarks

    Case Western Reserve University

  47. SIM: Subspace Interaction-based Method for Token-Level Text Anomaly Detection

    Sep 8, 2026Kehan Yan, Yue Tan, Qingfeng Chen +3Interpretable Anomaly DetectionText Analysis and Detection

    Guangxi University, Guangxi, China · Griffith University, Queensland, Australia

  48. Automated Chest CT Protocol Selection via Large Language Model Derived Text Embeddings from Imaging Request Text

    Sep 7, 2026Zahra Hosseini, Mahan Pouromidi, Farzad Khalvati +1Medical Vision-Language ModelsClinical Decision Support

    Joint Department of Medical Imaging (JDMI), University Health Network – Toronto General Hospital, The Hospital for Sick Children, Toronto, Ontario, Canada · Department of Medical Imaging, University of Toronto, and The Hospital for Sick Children, Toronto, Ontario, Canada · Joint Department of Medical Imaging (JDMI), University Health Network – Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada

  49. Brain2Speech-Net: Fast and Intelligible Brain-to-Speech Synthesis Without Text Decoding

    Sep 3, 2026Shreeram Suresh Chandra, Zexin Cai, Yu Tsao +2Flow-Matching Text-To-SpeechNeural Recordings

    Johns Hopkins University, USA · Academia Sinica, Taiwan · University of Edinburgh, UK

  50. LatentPress: Context Compression Beyond Text and Vision

    Sep 1, 2026Zhengze Zhou, Hejian SangEfficient Long-Context InferenceLarge Language Model Compression

    1Cornell University · 2Iowa State University

  51. Automated Event Log Generation from Unstructured Text Using Finetuned LLMs

    Sep 1, 2026Maximilian Seeth, Gabriel Marques Tavares, Daniel SchusterUnstructured DataLarge Language Model Pipelines

    LMU Munich, Germany · University of Mannheim, Germany

  52. Ready to Speak: Aligning LLMs for TTS-Friendly Text Generation

    Sep 1, 2026Thibaut Thonet, Jos Rozen, Laurent BesacierText GenerationText Analysis and Detection

    NAVER LABS Europe

  53. On the Design Fundamentals of Pixel Text Representation Learning

    Sep 1, 2026Chaohao Yuan, Ruifeng Yuan, Zhuoxu Huang +4Weak Visual GroundingEncoders

    1The Chinese University of Hong Kong · 2DAMO Academy, Alibaba Group · 3Fudan University +4

  54. Embedded Conditional Independence Tests for Large Language Model Generated Text with an Application to German Parliament Speeches

    Sep 1, 2026Marco Simnacher, Georg Keilbar, Benjamin König +2Large Language Model GenerationText Analysis and Detection

    Chair of Statistics Humboldt-Universität zu Berlin Spandauer Str. 1, 10178 Berlin, Germany · Chair Digital Health & Machine Learning Hasso-Plattner-Institut for Digital Engineering Prof.-Dr.-Helmert-Straße 2-3, 14482 Potsdam, Germany

  55. Can Scene Text Recognition Read Rare Compositions?

    Sep 1, 2026Genpei ZhangScene Text RecognitionCharacter Error Rate

    University of Wisconsin–Madison

  56. When Can We Work in Embedding Space? What Text Embeddings Preserve

    Aug 31, 2026Simon FreyaldenhovenText EmbeddingsText Analysis and Detection

    Federal Reserve Bank of Philadelphia

  57. CLIN: an Objective Framework for Evaluating Creativity in Short Persian Literary Text

    Aug 31, 2026Mohammad Reza Modarres, Armin Tourajmehr, Yadollah Yaghoobzadeh +1CreativityPersian

    School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran · Tehran Institute for Advanced Studies, Khatam University, Iran · Cardiff University, United Kingdom

  58. Confidence-Aware Ensemble and Long-Word Refinement for Artistic Text Recognition

    Aug 30, 2026Lucas A. Dias, Henrique A. Schulz, Rafaela de Miranda +3Handwritten Text RecognitionCharacter Error Rate

    Pontifical Catholic University of Paraná, Curitiba, Brazil

  59. Sleight of Word Benchmark: Can Language Models Notice If Their Own Output Was Tampered With?

    Aug 30, 2026Alberto CetoliLanguage Model ComputesText Analysis and Detection

    Cleo

  60. When Less is More: Understanding When Token Filtering Helps and Fails in AI-generated Text Detection

    Aug 30, 2026Xiaoyang Han, Lvxiaowei Xu, Ming CaiMachine-Generated Text DetectionLarge Language Models Fail

    College of Computer Science and Technology, Zhejiang University, Hangzhou, China · College of Artificial Intelligence, Zhejiang University, Hangzhou, China