Story Completion

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (17 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• AESOP: Abstract Encoding of Stories, Objects, and Pictures
  1 Jan 2021 2 repositories listed
  Visual storytelling and story comprehension are uniquely human skills that play a central role in how we learn about and experience the world.
• The Price of Format: Diversity Collapse in LLMs
  25 May 2025 1 repository listed
  Instruction-tuned large language models (LLMs) employ structured templates, such as role markers and special tokens, to enforce format consistency during inference.
• Transferring Procedural Knowledge across Commonsense Tasks
  26 Apr 2023 1 repository listed
  Stories about everyday situations are an essential part of human communication, motivating the need to develop AI agents that can reliably understand these stories.
• Event Transition Planning for Open-ended Text Generation
  20 Apr 2022 1 repository listed
  Open-ended text generation tasks, such as dialogue generation and story completion, require models to generate a coherent continuation given limited preceding context.
• COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion
  4 Jun 2021 1 repository listed
  Despite recent successes of large pre-trained language models in solving reasoning tasks, their inference capabilities remain opaque.
• Finding and Generating a Missing Part for Story Completion
  1 Dec 2020 1 repository listed
  We first conduct an experiment focusing on MPP, and our analysis shows that highly accurate predictions can be obtained when the missing part of a story is the beginning or the end.
• Sparse Text Generation
  6 Apr 2020 1 repository listed
  Current state-of-the-art text generators build on powerful language models such as GPT-2, achieving impressive performance.
• T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion
  1 Jul 2019 1 repository listed
  Our model uses shared attention layers for encoder and decoder, which make the most of the contextual clues, and a latent variable for learning the distribution of coherent story plots.
• Controllable Neural Story Plot Generation via Reward Shaping
  27 Sep 2018 1 repository listed
  Language-modeling--based approaches to story plot generation attempt to construct a plot by sampling from a language model (LM) to predict the next character, word, or sentence to add to the story.