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33 papers in the last four weeks, up 175% on the four weeks before. 0.3% of all new papers.

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  1. Writing for the Reviewer: Defensive Writing in GPT Models

    Oct 8, 2026Junchi LiaoText GenerationEvaluation Awareness in Language Models

  2. Balancing Reference Guidance and Free Generation in Trajectory Rollouts for Reasoning RL

    Oct 8, 2026Hanyu Wang, Nakul Agarwal, Hossein Nourkhiz Mahjoub +4LLM ReasoningRL for Language Model Reasoning

    The Pennsylvania State University · Honda Research Institute USA · Honda Research Institute Japan

  3. Breaking the Space Barrier and its Application to Language Model Inference

    Oct 6, 2026Arip AsadulaevConstrained DecodingEfficient Language Model Inference

    MBZUAI

  4. ARIA: Audio-Driven Melody-Tone Relation Modeling for Cantonese Lyric Authoring

    Oct 6, 2026Shengyu Li, Jinting Wang, Li LiuAudio UnderstandingText Generation

    The Hong Kong University of Science and Technology (Guangzhou)

  5. In With the Old: Enhancing 'Classical' Document Automation with Generative AI

    Oct 5, 2026Marc Lauritsen, Hannes WestermannLegal Document AnalysisText Generation

    Capstone Practice Systems, Harvard, Massachusetts · Maastricht Law and Tech Lab, Maastricht University, Maastricht, Netherlands

  6. Improving Diversity in LLM Short Story Generation

    Oct 5, 2026Zahra Solati Dehkordi, Vasileios LamposDiverse Text GenerationLanguage Model Post-Training

    Centre for Artificial Intelligence Department of Computer Science University College London, UK

  7. Questioning the Questions: Sustaining Self-Evolution in Reasoning Models

    Oct 3, 2026Jinyuan Li, Chengsong Huang, Langlin Huang +4Language Model Self-ImprovementSelf-Training for Language Models

    Washington University in St. Louis · University of Michigan, Ann Arbor

  8. Does AI-Generated Scientific Text Follow Human Argumentation Patterns? A CARS-Based Comparison of Research Article Introductions

    Oct 1, 2026Abdelrahman Sadallah, Narjes Sheikh Asadi, Lonneke van der PlasScientific CommunicationText Generation

    Università della Svizzera italiana (USI)

  9. DoGBench: Can Agents Meet Expert Standards for User-Facing Documentation?

    Sep 30, 2026Frances Liu, Manny Silva, Paige Calvert +2Software EngineeringLLM Agent Evaluation

    PROMPTLESS · PROMPTLESS / DOC DETECTIVE

  10. PassGPT+: Leveraging Linguistic Priors for Password Modeling

    Sep 30, 2026Rajneesh Anand, Neeraj Lakshmanan, Masoud YariAutoregressive Language ModelingDiffusion Language Models

    Department of Chemical and Biomolecular Engineering, Lehigh University, Bethlehem, PA, 18015, USA · Department of Computer Science & Design, Singapore University of Technology & Design, Singapore · Department of Computer Science & Engineering, Lehigh University, Bethlehem, PA, 18015, USA

  11. Beyond Mode Collapse: Generating Diverse Synthetic Expert Conversations via Generative Flow Networks

    Sep 29, 2026Sumit Asthana, Michael Ion, Kevyn Collins ThompsonGenerative Flow NetworksFlow-Based Generative Modeling

    University of Michigan Ann Arbor, MI, USA

  12. Generating Edit-Inducing Questions for AI Research Manuscripts

    Sep 29, 2026Sebastian Joseph, Zichao Wang, Jennifer Healey +3Text GenerationLanguage Model Generation Evaluation

    The University of Texas at Austin · Adobe Research

  13. Scaling Long-Form Story Generation via Narrative State Tracking

    Sep 28, 2026Zhennan Wan, Jianfei ChenLong-Form Document GenerationLLM Agents

    Dept. of Comp. Sci. and Tech., Institute for AI, BNRist Center, THBI Lab, Tsinghua-Bosch Joint ML Center, Tsinghua University

  14. Rethinking Personalized Generation: Test-Time Alignment via Factorized Ranking Models

    Sep 28, 2026Qiyao Ma, Junshan Zhang, Zhe ZhaoLearning to RankLLM Reranking

    University of California, Davis

  15. Understanding Clinical Cognitive Dialogues Using Large Language Models

    Sep 28, 2026Vishalakshi Arumugam, Dan Schumacher, Veronica Rammouz +3Intent ClassificationMulti-Turn Dialogue Evaluation

    College of AI, Cyber and Computing University of Texas at San Antonio, USA

  16. SlopBench: How Well Can We Rank Language Models by Slop? A Multi-Domain Benchmark of Repetitive AI Writing

    Sep 27, 2026Dhruv Roongta, Harsha Gaddipati, Anh Tuan HuynhLLM EvaluationLanguage Model Generation Evaluation

    Slashy, San Francisco, California, USA

  17. The Effects of Incremental Instruction Delivery on Language-Model Creative Writing

    Sep 27, 2026Anshuman Singh, Abrar Eyasir, Haseeb Yaqoob +1LLM EvaluationLLM Prompting

    SGT UNIVERSITY · CSE, University of Dhaka · NED University of Engineering and Technology +1

  18. OpenTumorBoard: A Real-World Benchmark of Multidisciplinary Tumor Board Discussion Trajectories

    Sep 26, 2026Anqi Li, Zhixuan Ge, Yixuan Duan +9Clinical Decision-MakingOncology

    Rice University · University of Illinois at Urbana-Champaign · University of Washington +3

  19. Two Emojis of Difference: What Multilingual Affective Generation Benchmarks Actually Measure

    Sep 24, 2026Fardeen Sadab, Adib SakhawatMultilingual Language Model EvaluationLanguage Model Generation Evaluation

    Department of Computer Science and Engineering Islamic University of Technology, Dhaka, Bangladesh

  20. Script Choice in LLMs: Evidence for Late-Layer Commitment

    Sep 23, 2026David Kletz, Sandra Mitrović, Itay Sabato +2Multilingual Language ModelsText Generation

    SUPSI, IDSIA, Switzerland · Independent Researcher · armasuisse, Science & Technology, Switzerland

  21. Recognized but Not Produced: A Generation Benchmark for Culturally Specific Kinship Terms

    Sep 22, 2026Sahil Pardasani, Madhusudan SinghMultilingual Language Model EvaluationLanguage Model Generation Evaluation

    Blockchain Data Intelligence Lab The Pennsylvania State University University Park, PA, USA

  22. Syndrome, Synergy, and Safety: Structured Reasoning and Knowledge-Driven Alignment for TCM Prescription Generation

    Sep 22, 2026Zheng Chen, ZhiCheng Du, Haoxuan Li +1LLM AlignmentCoT Reasoning

    Tsinghua University · Guangdong Provincial Laboratory of Traditional Chinese Medicine Hengqin

  23. From Tables to Quantified Statements: Evaluating LLM Inference Generation through Executable Verification

    Sep 21, 2026Mai Mohamed Eida, Gunjan Anand, Ayush Singh +1Table QALLM Evaluation

    University of Illinois Urbana Champaign

  24. Error-Supervised Synthetic Learner Writing for Automated Essay Scoring

    Sep 20, 2026Duy Anh NguyenAutomated Essay ScoringSynthetic Data Generation for Language Models

    University of Greenwich, London, United Kingdom · FPT University, Can Tho, Vietnam

  25. Summarization Bias: The Directional Collapse of Objective Projection into Told-Mode Labels in Large Language Models --- A Conceptual Framework and Registered Test Protocol

    Sep 17, 2026Levent BulutLanguage Model Bias EvaluationLinguistic Bias in Language Models

    Independent Researcher

  26. Variational Quantum Transformer Architecture for Synthetic Language Generation

    Sep 16, 2026Julian Hager, Michael Kölle, Gerhard Stenzel +3Quantum Machine LearningAutoregressive Language Modeling

    Institute of Informatics, LMU Munich, Oettingenstraße 67, 80538 Munich, Germany

  27. Target-Language Generation in Multilingual Models: Activation Steering and Optimal Control

    Sep 15, 2026James A. Michaelov, Carmen Amo Alonso, Tyler A. Chang +1Multilingual Language ModelsMultilingual Language Model Evaluation

    Massachusetts Institute of Technology · Stanford University · University of California San Diego

  28. Deconstructing Stereotypes: Scope-Conditioned Generation for Effective Multilingual Counterspeech

    Sep 15, 2026Greta Damo, Elias Urios Alacreu, Elena Cabrio +2Controllable Text GenerationPrompt Engineering

    1Universit´e Cˆote d’Azur, CNRS, INRIA, I3S, France · 2PRHLT Research Center, Universitat Polit`ecnica de Val`encia, Valencia, Spain · 3ValgrAI Valencian Graduate School and Research Network of Artificial Intelligence, Spain

  29. Authorship attribution and aesthetic evaluation of AI poetry: a case study with Haiku

    Sep 14, 2026Livia Oddi, Simone Scardapane, Toru Sugimoto +1LLM EvaluationAI-Generated Text Detection

    DIET, Sapienza University of Rome, Rome, Italy · Shibaura Institute of Technology, Tokyo, Japan · DIAG, Sapienza University of Rome, Rome, Italy

  30. MUSE: A Theory-Harnessed Story Engine for Vibe Narrativizing

    Sep 14, 2026Jianxiang Ma, Xiaocui Yang, Daling Wang +4Long-Form Document GenerationText Generation

    School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China · OranAI, Shenzhen 518057, China · OranAI Ltd., City of Industry, CA 91748, USA

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

    Sep 14, 2026Ahmed Sohair Khan, Estrid He, Monica Wachowicz +1Authorship AttributionText Generation

    RMIT University, Melbourne, Australia

  32. What Drives Recovery in Agentic Text-to-Cypher? LAST-CQ: An LLM Agent Self-Refinement Framework

    Sep 14, 2026Ioannis Prokopiou, Athanasios Aidinis, Panagiotis-Christos Kyrmpatsos +1LLM Self-RefinementLLM Agent Evaluation

    Athens University of Economics and Business · Orfium

  33. The House with a Million Windows: Interactive Fiction for Narrative Restorying

    Sep 14, 2026Cody Kommers, Sarah G Immel, Drew Hemment +1Interactive StorytellingHuman-AI Co-Creation

    University of Chicago Chicago, United States

  34. GLARE: Generative Learning via Adversarial Reward Estimation For Social Dynamics Forecasting

    Sep 14, 2026Tenghao Huang, Zhaoxuan Tan, Muhao Chen +5RL for Language ModelsAdversarial Imitation Learning

    Microsoft · University of Notre Dame · University of California, Davis +1

  35. Biomedical Reference Generation Remains Unreliable across 26 Large Language Models

    Sep 14, 2026Maxim Topaz, Zhihong Zhang, Nir Roguin +3LLM EvaluationHallucination in Language Models

    School of Nursing, Columbia University, New York, NY, USA · Data Science Institute, Columbia University, New York, NY, USA · VNS Health, New York, NY, USA +4

  36. PeerPen: AI-Assisted Writing for Online Mental Health Peer Support

    Sep 14, 2026Jiwon Kim, Sherry Gong, Maya Ajit +5Emotional Support ConversationTrust in AI

    University of Illinois Urbana-Champaign, Urbana, IL, USA · University of Illinois Urbana-Champaign, USA · Aalto University, Finland +1

  37. Crypto Accounting Bench: Evaluating Frontier and Open-Weight Models on Crypto-Asset Accounting Tasks

    Sep 13, 2026Kareem Khattab, Omar Khattab, Mohamed IbrahemLLM EvaluationText Generation

    Entendre Finance

  38. Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu

    Sep 12, 2026Farah Adeeba, Abdul Rafae Khan, Rajesh Bhatt +1Multilingual Language Model EvaluationCultural Knowledge in Language Models

    University of Konstanz, Germany · University of Massachusetts Amherst, USA · Malaysia School of Information Technology, Monash University Malaysia +1

  39. Validating DBpedia Triple Sets for Natural Language Generation

    Sep 7, 2026Mark Andrade, Simon Mille, Anya Belz +1Knowledge GraphsText Generation

    ADAPT Centre, Dublin City University, Ireland · University of Bordeaux, CNRS, LaBRI-UMR5800, France

  40. How LLMs Build Fictional Worlds: Setting and Narrative Space in AI-Generated Creative Storytelling

    Sep 2, 2026Katrin Rohrbacher, Björn Nieth, Emmanuelle Salin +2Computational Literary StudiesText Generation

    The Text and Language Lab, Department of Digital Humanities and Social Studies (DHSS), FAU Erlangen-Nürnberg, Germany · Department Artificial Intelligence in Biomedical Engineering (AIBE), FAU Erlangen-Nürnberg, Germany · Munich Center for Machine Learning (MCML), Munich, Germany +3

  41. PragAlign: Feedback-Guided Pragmatic Alignment for Controlled Synthetic Dialogue Generation

    Sep 2, 2026Smitha Muthya Sudheendra, Jaideep SrivastavaText GenerationControllable Text Generation

    University of Minnesota, Twin Cities

  42. TalkFa: A Unified Benchmark for Farsi Dialogue Generation and Understanding

    Sep 1, 2026Neda Jamshidi, Kamyar Zeinalipour, Fahimeh Akbari +3Multilingual Language Model EvaluationMulti-Turn Dialogue Evaluation

    University of Siena, DIISM, Via Roma 56, 53100 Siena, Italy

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

    Sep 1, 2026Thibaut Thonet, Jos Rozen, Laurent BesacierLLM AlignmentTTS Evaluation

    NAVER LABS Europe

  44. PersuaRL: Reinforcement Learning-Driven Multi-Expert Selection for Persuasive Dialogue Generation in Insurance

    Sep 1, 2026Rohan Kirti, Akash Ghosh, Aryan Vats +5RL for Language ModelsLLM Agent Training

    Indian Institute of Technology Patna, India · Ramakrishna Mission Vivekananda Educational and Research Institute, India · Accenture Labs, Bangalore, India

  45. XQDT: eXplainable and Quantitative Data-Text Alignment Metric with Feedback Signals

    Aug 30, 2026Kun Efimov-Zhang, Yifei Song, Claire GardentAutomated EvaluationExplainability Evaluation

    CNRS/LORIA and Université de Lorraine

  46. AI Writers Have a Consistent Stylometric Footprint, but AI Editors Do Not

    Aug 28, 2026Zhengyang Shan, Yukyung Lee, Sophie HaoAI-Generated Text DetectionLanguage Model Fingerprinting

    Boston University

  47. Unfolding Scientific Papers into Multi-Turn Generation Trajectories for Continued Pre-Training

    Aug 26, 2026Qiankai Xu, Qiguang Chen, Zixin Su +4Long-Form Document GenerationSynthetic Benchmark Generation

    ByteDance Seed · Nanjing University · Evolvent AI

  48. SoK: From Generation to Consumption of Privacy Documents in Software Systems

    Aug 12, 2026Shidong Pan, Clark LaChance, Zhen Tao +1Document Information ExtractionLegal Document Analysis

    New York University, USA · University of Maine, USA · Technical University of Munich, Germany

  49. ConVAWG: A Retrieval-Grounded Framework for Controlled Synthetic Dialogue Generation in Violence Against Women and Girls

    Aug 11, 2026Chen Lyu, Xingwei Tan, Simon Cullen +4Synthetic Data GenerationControllable Text Generation

    University of Warwick, UK · University of Sheffield, UK · Forensic Capability Network, UK +1

  50. VeriForge: Mitigating Latent Knowledge Gaps in Narrative Drafting via Mixed-Initiative Scaffolding

    Aug 10, 2026Ruqi Sun, Jiaping Li, Wenhui Tao +4Human-AI InteractionHuman-AI Co-Creation

    Department of Computer Science and Engineering Southern University of Science and Technology Shenzhen, Guangdong, China

  51. RISE-RL: Rubric-Informed Selective Exploration for Open-Ended Reinforcement Learning

    Aug 10, 2026Jinkun Hou, Zhuo Liu, Huimin Ren +3Open-Ended GenerationRL for Language Models

    1Peking University · 2Beijing Institute of Technology · 3Li Auto Inc.

  52. Generative Models: Principles, Architectures, and Applications

    Aug 8, 2026Jun LuImage GenerationGenerative Modeling

  53. CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity

    Aug 7, 2026Ananya Sahu, Mohit Bansal, Elias Stengel-EskinInstruction TuningDiverse Text Generation

    Columbia · UNC Chapel Hill · University of Texas at Austin

  54. Can Language Models Imagine Without Seeing? Ekphrasis: Measuring Visual Creative Ideation in Text-Only LLMs

    Aug 7, 2026Hongyu Luo, He Wang, Huihao Jing +6Creativity AssessmentLLM Evaluation

    The Hong Kong University of Science and Technology, Hong Kong SAR, China

  55. Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation

    Aug 6, 2026Zini Yang, Emily Wenger, Richard SoOpen-Ended GenerationLLM Evaluation

    Department of Computer Science, Duke University, Durham, NC, USA · Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA · Department of English, Duke University, Durham, NC, USA

  56. Traceable LLM-Generated Hazard Scenarios for Operational Safety Analysis of Aviation Systems Using ASRS Reports

    Aug 5, 2026Cristian Mascia, Roberto Pietrantuono, Daniel Rodriguez +1Text Generation

    University of Naples Federico II · Naples, Italy · University of Alcal´a +1

  57. On the Diversity of Analogy Making in Large Language Models

    Aug 4, 2026Yuanhao Shen, Daniel Xavier de Sousa, Caio César Sifuentes Barcelos +2LLM EvaluationText Generation

    Department of Electrical and Computer Engineering & Ingenuity Labs Research Institute, Queen’s University, Canada · Instituto Federal de Goiás, Anápolis, Brazil · National Research Council Canada.

  58. Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning

    Aug 4, 2026Meicong Zhang, Tiancheng Su, Jiahao Cheng +3RL for Language ModelsAI-Assisted Scientific Research

    School of Economics and Management, East China Normal University, Shanghai, China · Xiaohongshu Inc., Shanghai, China

  59. AIDE: Automated Instruction via Distilled Expertise for Reference-Free Motor Skill Coaching

    Aug 4, 2026Yoshiki ItoText Generation

    Research & Development Group Hitachi, Ltd. Tokyo, Japan

  60. Rubrics as Privileged Information for Open-Ended Generation

    Aug 3, 2026Deepika Bablani, Ajay Gupta, Wanming ChenOpen-Ended GenerationRubric-Based Evaluation

    Apple