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
19 papers, page 1 of 1
- NeurIPS 2026AdaPCLA: Curriculum Prior Internalization For Long-Tailed Longitudinal EHR Generation
- NeurIPS 2026AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents
- NeurIPS 2026CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
- NeurIPS 2026Controlling Transient Amplification Improves Long-horizon Rollouts
- NeurIPS 2026Diffusion Thinking for Fast Long-Form Spatial Reasoning in Vision--Language Models
- NeurIPS 2026GeoMemory: Geometry-Indexed Memory for Long-Horizon Interactive Video Generation
- NeurIPS 2026Learning-to-Memorize: Dynamic Context Management for Long-Horizon Autoregressive Video Generation
- NeurIPS 2026LogicTree-RAG: Logic Tree-guided Retrieval-Augmented Generation for Long-form Patent Drafting
- NeurIPS 2026Long-Context Generation Is a Sampling Problem
- NeurIPS 2026Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
- NeurIPS 2026Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
- NeurIPS 2026MEV: A Multi-Event Video Dataset for Long-Take Generation
- NeurIPS 2026MilliVid: Adaptive Latents for Long-Range Consistency in Video Generation
- NeurIPS 2026Prefix Likelihood-Ratio Control: Tail-Stable Training for Long-Horizon Language Generation
- NeurIPS 2026ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation
- NeurIPS 2026Reweighted Flow Matching via Unbalanced Optimal Transport for Label-free Long-tailed Generation
- NeurIPS 2026SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering
- NeurIPS 2026Structured State-Space Regularization for Generation-Friendly Image Tokenization
- NeurIPS 2026When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation
Ask about this trend from Claude or Cursor
Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.
Copy this prompt into your assistant
Use paperlist to show how Storytelling Generation papers grew at NeurIPS from 2023 to 2026, and which year jumped the most.
Tool the assistant calls: get_topic_stats {"topic": "storytelling-generation"}
Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)
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.