Text Generation

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11 papers in the last four weeks, up 175% on the four weeks before. 0.1% of all new papers.

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  1. Decide, Don't Generate: Competitive Dimensional ABSA with Jev's Typed Decisions

    Sep 28, 2026Yiqun Zhang, Peidong Wang, Zihan Wang +1SentimentAblation

    Northeastern University, China

  2. EviSplat: Preserving Multi-View Evidence in 3D Gaussian Splatting for Open-Vocabulary Segmentation

    Sep 28, 2026Sungho Moon, Kota Shimomura, Junwoo Park +4Open-Vocabulary 3D Segmentation3D Scene Understanding

    DGIST, Daegu, Republic of Korea · Chubu University, Japan · Elith Inc., Japan +2

  3. Reference-Based Analysis of Coherence and Diversity in Open-Ended Text Generation

    Sep 23, 2026Esteban Garcés AriasDiversityText Generation

    Department of Statistics, LMU Munich Munich Center for Machine Learning (MCML)

  4. FLEET: From Logits Entropy to Enhanced Trajectories in Text Generation

    Sep 23, 2026Oleksii Streltsov, Oleksandra VitkoText GenerationConstrained Decoding

    Department of Artificial Intelligence, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine

  5. ShapeLex: Decoupling Local Shape Symbolization and Global Scale Modeling for Text-Controlled Time Series Generation

    Sep 21, 2026Subo Wei, Jianqi Gao, Mingyan Fan +3Time-Series GenerationText Generation

    School of Computer Engineering and Science, Shanghai University, Shanghai, China · Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China

  6. 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

  7. 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

  8. CodeTS: Verifiable Text-to-Time Series Generation via Executable Code

    Sep 14, 2026Xudong Yuan, Shunyu Liu, Tongya Zheng +3Time-Series GenerationText Generation

    Zhejiang University, Hangzhou, China · Nanyang Technological University, Singapore · South China University of Technology, Guangzhou, China

  9. Representation-based Masked Diffusion Model

    Sep 14, 2026Yangrong Hu, Ding Huang, Xueyu Zhou +1Masked Diffusion Language ModelsDiffusion Models

    Department of Data Science and Artificial Intelligence The Hong Kong Polytechnic University, Hong Kong SAR, China · Department of Applied Mathematics The Hong Kong Polytechnic University, Hong Kong SAR, China · ByteDance Seed, Beijing, China

  10. Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems

    Sep 12, 2026Aleksandra Urman, Elsa Lichtenegger, Salima Jaoua +7Stereotype MitigationText Generation

    University of Zurich · University of Helsinki · ETH Zurich +1

  11. Replicating a Disjoint-Set Union Experiment over Various Notions of Micro Units to assess Translation Effort

    Sep 7, 2026Michael CarlDecision ThresholdsText Generation

    CRITT, Kent State University

  12. SVG-Score: Human-Aligned Evaluation of Text-to-SVG Generation

    Sep 3, 2026Marco Cipriano, Leonardo Zini, Alexandra Schild +5Scalable Vector GraphicImage-Text Alignment

    Hasso-Plattner Institute, Germany · University of Modena and Reggio Emilia, Italy

  13. 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

  14. LITERARYBIGFIVE: Author-Personalized Text Generation in a Unified Interpretable Space

    Aug 24, 2026Jinghui Zhang, Lang Gao, Ao Li +5Text GenerationLiterature

    MBZUAI · Shandong University · Independent Researcher +2

  15. On the Limitations of Cross-Lingual Consistency in Multilingual Text-to-image Generation

    Aug 11, 2026Sicheng Zhang, Zhonghao Yan, Binzhu Xie +4Cross-Lingual ConsistencyModern Text-To-Image Models

    Khalifa University · Queen Mary University of London · The Chinese University of Hong Kong +3

  16. MI-MIDI: Mechanistic Interpretability of Text-to-MIDI Generation Models via Probing, Lenses and Steering

    Aug 6, 2026Jakub Poćwiardowski, Mateusz ModrzejewskiText-To-MusicText Generation

    Institute of Computer Science Warsaw University of Technology Warsaw, Poland

  17. Long-term Measurements: Towards a Longitudinal Understanding of Human-AI Interactions

    Aug 3, 2026Nicole Mitchell, Dhruv Agarwal, Maty Bohacek +2Human-Ai InteractionLongitudinal Data

    ♢Google Research · ♡Google DeepMind · ♠Cornell University +1

  18. Mind the Gap: Zero-Query Jailbreaks via Filter-Generator Discrepancy in Text-to-Image Systems

    Aug 2, 2026Wanguang Li, Zhaoxin Wang, Handing WangAdversarial PromptsJailbreak Success Rates

    School of Artificial Intelligence, Xidian University, Shaanxi, China

  19. Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization

    Jul 27, 2026Alexey Gavrilov, Alan-Barsag Gazzaev, Sergey MuravyovGenerative QualityText Generation

    ITMO University Saint-Petersburg, Russia

  20. InnoText: A Unified Model for Visual Text Generation and Editing

    Jul 24, 2026Haowei Liu, Runze He, Jian Lu +10Text GenerationFew-Shot Font Generation

    Shenzhen Campus of Sun Yat-Sen University · University of Chinese Academy of Sciences · Chongqing University of Post and Telecommunications +5

  21. PrefReward: Learning User Preference Matrix for Personalized Text Generation

    Jul 23, 2026Yue Wu, Chengbing Wang, Yimeng Bai +3Large Language Model PersonalizationText Generation

    University of Science and Technology of China · The Chinese University of Hong Kong · National University of Singapore

  22. From Agent Failures to Text Policies: What Works and What Breaks

    Jul 22, 2026Jaideep Ray, Ankit GoyalText GenerationText Analysis and Detection

    Independent Researcher

  23. One Rewrite to Fix Them All? Type-Aware Repair Allocation for Text-to-Image Prompt Optimization

    Jul 21, 2026Haoyue Liu, Xiaoyu Ma, Ye Chen +2Text GenerationPrompt Engineering

    School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen 518172, China · XJTU-POLIMI Joint School, Xi’an Jiaotong University, Xi’an 710049, China · Shenzhen Future Network of Intelligence Institute (FNii-Shenzhen)

  24. CPInj: Uncovering Prompt Injection Risks in Textual Collaborative Prompt Optimization

    Jul 21, 2026Xinting Liao, Behnoosh Zamanlooy, Masoumeh Shafieinejad +4Prompt-Injection DetectorsAutomatic Prompt Optimization

    University of British Columbia · 2Vector Institute · 3McMaster University +1

  25. Latent Trajectory Discrimination for AI-Generated Text Detection

    Jul 16, 2026Gianluca Bonifazi, Christopher Buratti, Michele Marchetti +5Machine-Generated Text DetectionAutoregressive Generation

    DII, Polytechnic University of Marche · CHIMOMO, University of Modena and Reggio Emilia

  26. DynEval: Holistic Evaluations of T2I Generative Models in the Wild

    Jul 13, 2026Shyam Marjit, Dheeraj Baiju, Anuj Shikarkhane +3Modern Text-To-Image ModelsText-To-Image

    Indian Institute of Science · VCL, IISc · Hugging Face

  27. Scoped Verification for Reliable Long-Horizon Agentic Context Evolution under Distribution Shift

    Jul 10, 2026Dan C. Hsu, Luke LuLarge Language Model AgentsSelf-Verification

    RedMind Research, San Francisco, CA, USA · National Taiwan University, Taipei, Taiwan

  28. COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation

    Jul 9, 2026Yashal Shakti Kanungo, Gyanendra Das, Pooja A +1AdsClick-Through Rate Prediction

    Amazon United States of America · Amazon India

  29. On the Limits of Steering Vectors for Preference-Aligned Generation

    Jul 2, 2026Melanie Subbiah, Zara Hall, Kathleen McKeownPreference AlignmentText Generation

    Department of Computer Science, Columbia University, USA

  30. EquiSteer: Cross-Attention Steering Towards a Fairer Text-Guided Image Generation

    Jul 1, 2026Tatiana Gaintseva, Akshit Achara, Gregory Slabaugh +2Text-To-Image Diffusion ModelsText Generation

    Queen Mary University of London, UK · Huawei Noah’s Ark, UK · King’s College London, UK +1

  31. Harnessing the Latent Space: From Steering Vectors to Model Calibrators for Control and Trust

    Jun 30, 2026Nishant SubramaniAI TrustworthinessSteering

    Carnegie Mellon University, Language Technologies Institute

  32. ARKD: Adaptive Reinforcement Learning-Guided Bidirectional KL Divergence Distillation for Text Generation

    Jun 29, 2026Zilong Liu, Xuewen Zhang, Jinrui Xing +3Probe-Logit DistillationKullback-Leibler Divergence

    Li Auto, Beijing, China · School of Software and Microelectronics, Peking University, China

  33. Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning

    Jun 23, 2026Jiayi Lei, Yuandong Pu, Xingyu Han +8Modern Text-To-Image ModelsText-To-Image

    Shanghai Jiao Tong University · Shanghai AI Laboratory · The Chinese University of Hong Kong

  34. Text Distance from Nested and Hierarchical Repetitions: A Compression-Based Perspective

    Jun 23, 2026Xiaojun Hu, Jing Wang, Jingwen Zhang +5Sequence ModelingLadder

    Department of Systems Science, Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China. · International Academic Center of Complex Systems, Beijing Normal University, Zhuhai, China. · School of Systems Science, Beijing Normal University, Beijing, China. +2

  35. Skill-to-LoRA: From Using Skills to Learning Behaviors for Token-Efficient LLM Agents

    Jun 15, 2026Tianyi Zhang, Zhonghao QiBehavior TreeText Generation

    1The Chinese University of Hong Kong

  36. Combining Retrieval-Augmented Text Generation with LLMs for Reading Content Recommendations

    Jun 12, 2026Sooyeon Kim, Piotr S. MaciągText GenerationReadability

    Institute of Computer Science, Warsaw University of Technology, Nowowiejska 15/19, 00-661 Warsaw, Poland

  37. Achieving Precise Text-To-Cypher Via Grounded Knowledge Graph Data Generation

    Jun 12, 2026Francesco Cazzaro, Jessica Lennon, Ariadna QuattoniText2CypherText Generation

    Universitat Politècnica de Catalunya, Barcelona, Spain

  38. Pareto-Guided Teacher Alignment for Fair Personalized Text Generation

    Jun 8, 2026Tunazzina IslamPersonalizationPreference Alignment

    Department of Computer Science Purdue University, West Lafayette Indiana 47907, USA

  39. TimpaTeks: Automatic In-place Text Sequence Modification via Diffusion Language Model Steering

    Jun 7, 2026Ryandito Diandaru, Ikhlasul Akmal Hanif, Fadli Aulawi Al Ghiffari +2Diffusion Language ModelsText Generation

    MBZUAI

  40. FontFusion: Enhancing Generative Text in Diffusion Models with Typographic Conditioning

    Jun 4, 2026Marian Lupascu, Nipun Jindal, Ionut Mironica +1Few-Shot Font GenerationDiffusion Transformers

    Adobe Research · Department of Computer Science, University of Bucharest, Romania

  41. Emotion-Aware Image Generation from Korean Diary Text via LLM-based Prompt Translation and LoRA Fine-Tuning

    Jun 4, 2026Jihun Cho, Soo-Yeon Jeong, Sun-Young IhmText-To-ImageText Generation

    Dept. of Computer Science Pai Chai University Daejeon, Korea · Smart ICT Convergence Human Resources Development Center Pai Chai University Daejeon, Korea

  42. When New Generators Arrive: Lifelong Machine-Generated Text Attribution via Ridge Feature Transfer

    Jun 4, 2026Zhen Sun, Yifan Liao, Zhicong Huang +4Text GenerationGenerators

    Wuhan University · Ant Group · The Hong Kong University of Science and Technology (Guangzhou) +1

  43. Evaluating Reasoning Fidelity in Visual Text Generation

    Jun 3, 2026Jiajun Hong, Jiawei ZhouModern Text-To-Image ModelsVisual Reasoning

    Stony Brook University

  44. Agentic Large Language Models for Automated Structural Analysis of 3D Frame Systems

    Jun 2, 2026Ziheng Geng, Ian Franklin, Santiago Martinez +3Agentic FrameworkSmart Homes

    Department of Civil and Architectural Engineering, University of Miami, Coral Gables, FL 33146, USA · School of Architecture, University of Miami, Coral Gables, FL 33146, USA · HBC Engineering Company, Doral, FL 33178, USA +1

  45. KG-FairDiff: Knowledge Graph-Guided Prompt Refinement for Demographically Fair Text-to-Image Generation

    May 31, 2026Farbod Davoodi, Seyed Reza Tavakoli Shiyadeh, Pooria Safaei +12Text GenerationAlgorithmic Fairness

    Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar

  46. TSM-Bench: Detecting LLM-Generated Text in Real-World Wikipedia Editing Practices

    May 29, 2026Gerrit Quaremba, Elizabeth Black, Denny Vrandečić +1Machine-Generated Text DetectionWikipedia

    1King’s College London · 2Wikimedia Foundation

  47. Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization

    May 27, 2026Zhuohan Liu, Wujian Peng, Yitong Chen +1Text-To-ImageText Generation

    Shanghai Key Lab of Intell. Info. Processing, School of CS, Fudan University · Shanghai Collaborative Innovation Center of Intelligent Visual Computing

  48. Beyond One Path: Evaluating and Enhancing Divergent Thinking in Interactive LLM Agents

    May 27, 2026Jihyeong Park, Ingeol Baek, Jeonghyun Park +1CreativityText Generation

    Chung-Ang University, Seoul, Korea

  49. Why Prompt Optimization Works, and Why It Sometimes Doesn't: A Causal-Inspired Edit-Level Analysis

    May 26, 2026Shuzhi Gong, Hechuan WenPrompt OptimizationPrompt Engineering

    The University of Melbourne, Melbourne, Victoria, Australia · The University of Queensland, Brisbane, Queensland, Australia

  50. RoadTones: Tone Controllable Text Generation from Road Event Videos

    May 20, 2026Chirag Parikh, Siddhi Pravin Lipare, Ravi Kiran SarvadevabhatlaText-To-Video Generation ModelText Generation

    CVIT & iHub-Data, IIIT Hyderabad, India

  51. Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens

    May 20, 2026Meng Shen, Minghao Wu, Deepu RajanObject HallucinationText Generation

    Nanyang Technological University · Monash University

  52. Self-Creative Text-to-Object Generation using Semantic-Aware Spatial Weighting

    May 19, 2026Yue Yu, Haibo Chen, Shuo Chen +2Text-To-ImageCreativity

    Nanjing University of Science and Technology · Nanjing University

  53. AutoRubric-T2I: Robust Rule-Based Reward Model for Text-to-Image Alignment

    May 17, 2026Kuei-Chun Kao, Daixuan Huo, Yuanhao Ban +1Preference DatasetsText Generation

    University of California, Los Angeles · Arena

  54. Multi-Level Contextual Token Relation Modeling for Machine-Generated Text Detection

    May 15, 2026Chenwang Wu, Yiuming Cheung, Bo Han +2Machine-Generated Text DetectionText Generation

    Department of Computer Science, Hong Kong Baptist University, Hong Kong, China · School of Software Engineering, South China University of Technology, Guangzhou, Guangdong 510000, China · School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui 230000, China +1

  55. StyleTextGen: Style-Conditioned Multilingual Scene Text Generation

    May 14, 2026Zeyu Chen, Fangmin Zhao, Yan Shu +3Scene Text RecognitionMultilingual Benchmark

    1Nankai University · Institute of Information Engineering, Chinese Academy of Sciences · University of Trento

  56. Text2Score: Generating Sheet Music From Textual Prompts

    May 13, 2026Keshav Bhandari, Sungkyun Chang, Abhinaba Roy +4Text-To-MusicSheet Music

    Queen Mary University of London, UK · EmotionWave, Korea · Singapore University of Technology and Design, Singapore +1

  57. Context Matters: Auditing Gender Bias in T2I Generation through Risk-Tiered Use-Case Profiles

    May 13, 2026Jose Luna, Yankun Wu, Xiaofei Xie +1Gender BiasText-To-Image

    Singapore Management University, Singapore · The University of Osaka, Japan

  58. A Comparative Study of Controlled Text Generation Systems Using Level-Playing-Field Evaluation Principles

    May 12, 2026Michela Lorandi, Anya BelzMulti-Dimensional EvaluationText Generation

    Dublin City University, Dublin, Ireland

  59. Output Composability of QLoRA PEFT Modules for Plug-and-Play Attribute-Controlled Text Generation

    May 12, 2026Michela Lorandi, Anya BelzParameter-Efficient Fine-Tuning MethodsText Generation

    ADAPT, Dublin City University Dublin, Ireland

  60. Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models

    May 12, 2026Yexing Xu, Wei Feng, Shen Zhang +15AdsGenerative Models

    Sun Yat-Sen University · Northeastern University