Story Generation
5개 벤치마크 · 논문 288편 · 이 태스크의 논문 보기 →
Benchmarks
Most implemented
Hierarchical Neural Story Generation
Locally Typical Sampling
A Temporal Variational Model for Story Generation
SS-GEN: A Social Story Generation Framework with Large Language Models
MAGE: Machine-generated Text Detection in the Wild
Papers
Sidecar: Training-Free Semantic Reuse for Character-Consistent Free-form Visual Storytelling
Visual storytelling requires generating images that follow a narrative while preserving consistent character identities across frames. In free-form story generation, a character is fully described only when first introdu…
Visual StorytellingStory GenerationScaling Creative Writing Beyond Story-Centric Data with Attribute-Guided Genre Expansion
High-quality creative writing data for large language models (LLMs) remains dominated by story-centric data, limiting models' ability to follow the structural and functional conventions of diverse creative formats. We pr…
Story GenerationRight in the Right Way: LM Training with Verifiable Rewards and Human Demonstrations
RL with verifiable rewards (RLVR) has emerged as a powerful paradigm for training LMs on tasks with well-defined success metrics, such as code generation and mathematical reasoning. However, current RLVR methods optimize…
Mathematical ReasoningStory GenerationCode GenerationFrom Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives
Although large language models (LLMs) have demonstrated impressive creative fiction generation, they struggle to maintain narrative consistency and coherent plot lines in long-form stories. In this work, we introduce a u…
Story GenerationUniTemp: Unlocking Video Generation in Any Temporal Order via Bidirectional Distillation
Autoregressive video diffusion models have emerged as a promising approach for long video generation, achieving strong performance in streaming settings. However, existing methods are restricted to forward temporal gener…
Story GenerationVideo GenerationConstrained Semantic Decompression in LLMs through Persian Proverb-Conditioned Story Generation
Transforming a dense, abstract proverb into an engaging and morally faithful narrative requires deep cultural understanding and robust semantic grounding. We frame this problem as a \emph{constrained semantic decompressi…
Story Generation