Storytelling Generation papers, 2023–2026
Long-form generation
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 100 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 1 | 1 | 0 | 2 | 4 |
| 2024 | 4 | 2 | 2 | 3 | 11 |
| 2025 | 9 | 5 | 3 | 7 | 24 |
| 2026 | 19 | 17 | 9 | 16 | 61 |
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
17 papers, page 1 of 1
- ICLR 2026ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
- ICLR 2026Leveraging Pretrained Knowledge at Inference Time: LoRA-Gated Contrastive Decoding for Multilingual Factual Language Generation in Adapted LLMs
- ICLR 2026Long-Text-to-Image Generation via Compositional Prompt Decomposition
- ICLR 2026LongLive: Real-time Interactive Long Video Generation
- ICLR 2026LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
- ICLR 2026MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning
- ICLR 2026Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models
- ICLR 2026MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation
- ICLR 2026NarrLV: Towards a Comprehensive Narrative-Centric Evaluation for Long Video Generation
- ICLR 2026PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models
- ICLR 2026ReactDance: Hierarchical Representation for High-Fidelity and Coherent Long-Form Reactive Dance Generation
- ICLR 2026Reinforcement Learning from Dynamic Critic Feedback for Free-Form Generations
- ICLR 2026Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
- ICLR 2026SketchingReality: From Freehand Scene Sketches to Photorealistic Images
- ICLR 2026SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
- ICLR 2026Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
- ICLR 2026YuE: Scaling Open Foundation Models for Long-Form Music Generation
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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.