叙事生成论文趋势 2023–2026

长序列生成

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 100 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

叙事生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202311024
2024422311
2025953724
2026191791661

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部叙事生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 100 篇，第 2 / 2 页

  1. NeurIPS 2026Long-Context Generation Is a Sampling Problem
  2. NeurIPS 2026Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
  3. NeurIPS 2026Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
  4. NeurIPS 2026MEV: A Multi-Event Video Dataset for Long-Take Generation
  5. NeurIPS 2026MilliVid: Adaptive Latents for Long-Range Consistency in Video Generation
  6. NeurIPS 2026Prefix Likelihood-Ratio Control: Tail-Stable Training for Long-Horizon Language Generation
  7. NeurIPS 2026ReSCUE: Re-translation with Sentence Commitment for Unsegmented Long-Form Simultaneous Sign Language Translation
  8. NeurIPS 2026Reweighted Flow Matching via Unbalanced Optimal Transport for Label-free Long-tailed Generation
  9. NeurIPS 2026SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering
  10. NeurIPS 2026Structured State-Space Regularization for Generation-Friendly Image Tokenization
  11. NeurIPS 2026When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation
  12. CVPR 2025FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling
  13. CVPR 2025FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis
  14. CVPR 2025Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
  15. CVPR 2025LongDiff: Training-Free Long Video Generation in One Go
  16. CVPR 2025Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
  17. CVPR 2025MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
  18. CVPR 2025Taming Teacher Forcing for Masked Autoregressive Video Generation
  19. ICLR 2025LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
  20. ICLR 2025LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
  21. ICLR 2025MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
  22. ICLR 2025MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
  23. ICLR 2025One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
  24. ICML 2025Long-Form Speech Generation with Spoken Language Models
  25. ICML 2025Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
  26. ICML 2025TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
  27. NeurIPS 2025Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
  28. NeurIPS 2025Deep Compositional Phase Diffusion for Long Motion Sequence Generation
  29. NeurIPS 2025Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
  30. NeurIPS 2025InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
  31. NeurIPS 2025Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning
  32. NeurIPS 2025Precise Information Control in Long-Form Text Generation
  33. NeurIPS 2025Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation
  34. NeurIPS 2025Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
  35. NeurIPS 2025WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
  36. CVPR 2024Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives
  37. CVPR 2024Long-Tail Class Incremental Learning via Independent Sub-prototype Construction
  38. CVPR 2024MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
  39. ICLR 2024Achieving Human Parity in Content-Grounded Datasets Generation
  40. ICLR 2024LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses
  41. ICML 2024Linguistic Calibration of Long-Form Generations
  42. ICML 2024Viewing Transformers Through the Lens of Long Convolutions Layers
  43. NeurIPS 2024Graph-based Uncertainty Metrics for Long-form Language Model Generations
  44. NeurIPS 2024Long-form factuality in large language models
  45. NeurIPS 2024LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
  46. NeurIPS 2024RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
  47. CVPR 2023No One Left Behind: Improving the Worst Categories in Long-Tailed Learning
  48. CVPR 2023Relational Space-Time Query in Long-Form Videos
  49. ICLR 2023Long-Tailed Partial Label Learning via Dynamic Rebalancing
  50. NeurIPS 2023Unlimiformer: Long-Range Transformers with Unlimited Length Input

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查叙事生成在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "storytelling-generation"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇叙事生成论文？
共 100 篇，按年份分别是 2023 年 4 篇、2024 年 11 篇、2025 年 24 篇、2026 年 61 篇。
NeurIPS 2026 有多少篇叙事生成论文？
NeurIPS 2026 有 19 篇叙事生成论文，上一届是 9 篇。
ICLR 2026 有多少篇叙事生成论文？
ICLR 2026 有 17 篇叙事生成论文，上一届是 5 篇。
ICML 2026 有多少篇叙事生成论文？
ICML 2026 有 9 篇叙事生成论文，上一届是 3 篇。
CVPR 2026 有多少篇叙事生成论文？
CVPR 2026 有 16 篇叙事生成论文，上一届是 7 篇。
哪个会议的叙事生成论文最多？
NeurIPS，2023–2026 年共 33 篇。

「多模态生成」下的其他主题