Storytelling Generation papers, 2023–2026

Key findings

• Storytelling Generation went from 4 papers in 2023 to 61 in 2026, roughly 15x in three years.
• NeurIPS publishes the most Storytelling Generation work: 33 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Text-to-Video: papers tagged with both rose from 0 in 2023 to 22 in 2026.
• Among the 5 topics under Multimodal Generation, it ranks #4 by 2026 paper count; the fastest grower in the group, Audio-Visual Generation, is up 3.7x versus 15x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026AdaPCLA: Curriculum Prior Internalization For Long-Tailed Longitudinal EHR Generation
• ICML 2026Controlled SDEs for Long-Horizon Motion Generation under Latent Decision Uncertainty
• ICLR 2026ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
• CVPR 2026Endless World Real-Time 3D-Aware Long Video Generation
• NeurIPS 2025Deep Compositional Phase Diffusion for Long Motion Sequence Generation
• ICML 2025TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
• ICLR 2025LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
• CVPR 2025FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling
• NeurIPS 2024LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
• ICML 2024Viewing Transformers Through the Lens of Long Convolutions Layers
• ICLR 2024Achieving Human Parity in Content-Grounded Datasets Generation
• CVPR 2024MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
• NeurIPS 2023Unlimiformer: Long-Range Transformers with Unlimited Length Input
• ICLR 2023Long-Tailed Partial Label Learning via Dynamic Rebalancing
• CVPR 2023Relational Space-Time Query in Long-Form Videos
• NeurIPS 2026Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
• ICML 2026Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
• ICLR 2026LongLive: Real-time Interactive Long Video Generation
• CVPR 2026HoloCine Holistic Generation of Cinematic Multi-Shot Long Video Narratives
• NeurIPS 2025Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning

All Storytelling Generation papers

100 papers, page 2 of 2

51. NeurIPS 2026Long-Context Generation Is a Sampling Problem
52. NeurIPS 2026Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
53. NeurIPS 2026Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
54. NeurIPS 2026MEV: A Multi-Event Video Dataset for Long-Take Generation
55. NeurIPS 2026MilliVid: Adaptive Latents for Long-Range Consistency in Video Generation
56. NeurIPS 2026Prefix Likelihood-Ratio Control: Tail-Stable Training for Long-Horizon Language Generation
57. NeurIPS 2026ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation
58. NeurIPS 2026Reweighted Flow Matching via Unbalanced Optimal Transport for Label-free Long-tailed Generation
59. NeurIPS 2026SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering
60. NeurIPS 2026Structured State-Space Regularization for Generation-Friendly Image Tokenization
61. NeurIPS 2026When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation
62. CVPR 2025FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling
63. CVPR 2025FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis
64. CVPR 2025Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
65. CVPR 2025LongDiff: Training-Free Long Video Generation in One Go
66. CVPR 2025Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
67. CVPR 2025MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
68. CVPR 2025Taming Teacher Forcing for Masked Autoregressive Video Generation
69. ICLR 2025LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
70. ICLR 2025LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
71. ICLR 2025MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
72. ICLR 2025MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
73. ICLR 2025One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
74. ICML 2025Long-Form Speech Generation with Spoken Language Models
75. ICML 2025Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
76. ICML 2025TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
77. NeurIPS 2025Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
78. NeurIPS 2025Deep Compositional Phase Diffusion for Long Motion Sequence Generation
79. NeurIPS 2025Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
80. NeurIPS 2025InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
81. NeurIPS 2025Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning
82. NeurIPS 2025Precise Information Control in Long-Form Text Generation
83. NeurIPS 2025Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation
84. NeurIPS 2025Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
85. NeurIPS 2025WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
86. CVPR 2024Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives
87. CVPR 2024Long-Tail Class Incremental Learning via Independent Sub-prototype Construction
88. CVPR 2024MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
89. ICLR 2024Achieving Human Parity in Content-Grounded Datasets Generation
90. ICLR 2024LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses
91. ICML 2024Linguistic Calibration of Long-Form Generations
92. ICML 2024Viewing Transformers Through the Lens of Long Convolutions Layers
93. NeurIPS 2024Graph-based Uncertainty Metrics for Long-form Language Model Generations
94. NeurIPS 2024Long-form factuality in large language models
95. NeurIPS 2024LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
96. NeurIPS 2024RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
97. CVPR 2023No One Left Behind: Improving the Worst Categories in Long-Tailed Learning
98. CVPR 2023Relational Space-Time Query in Long-Form Videos
99. ICLR 2023Long-Tailed Partial Label Learning via Dynamic Rebalancing
100. NeurIPS 2023Unlimiformer: Long-Range Transformers with Unlimited Length Input

FAQ

How many Storytelling Generation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

100 in total: 4 in 2023, 11 in 2024, 24 in 2025, 61 in 2026.

How many Storytelling Generation papers are at NeurIPS 2026?

NeurIPS 2026 has 19 Storytelling Generation papers, versus 9 the year before.

How many Storytelling Generation papers are at ICLR 2026?

ICLR 2026 has 17 Storytelling Generation papers, versus 5 the year before.

How many Storytelling Generation papers are at ICML 2026?

ICML 2026 has 9 Storytelling Generation papers, versus 3 the year before.

How many Storytelling Generation papers are at CVPR 2026?

CVPR 2026 has 16 Storytelling Generation papers, versus 7 the year before.

Which conference publishes the most Storytelling Generation papers?

NeurIPS, with 33 papers from 2023 to 2026.