story understanding

Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs EACL 2026 FriendsQA: A New Large-Scale Deep Video Understanding Dataset with Fine-grained Topic Categorization for Story Videos AAAI 2025 Probing Narrative Morals: A New Character-Focused MFT Framework for Use with Large Language Models EMNLP 2025 SCVBench: A Benchmark with Multi-turn Dialogues for Story-Centric Video Understanding IJCAI 2025 Event Causality Is Key to Computational Story Understanding NAACL 2024 Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding EMNLP 2024 Previously on ... From Recaps to Story Summarization CVPR 2024 Story Morals: Surfacing value-driven narrative schemas using large language models EMNLP 2024 Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023 Computational Narrative Understanding: A Big Picture Analysis EMNLP 2023 CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023 M-sense: Modeling Narrative Structure in Short Personal Narratives Using Protagonist’s Mental Representations AAAI 2023 Narrative Cloze as a Training Objective: Towards Modeling Stories Using Narrative Chain Embeddings ACL 2023 Video Timeline Modeling For News Story Understanding NeurIPS 2023 A Corpus for Understanding and Generating Moral Stories NAACL 2022 Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022 Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios COLING 2022 TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022 SKATE: A Natural Language Interface for Encoding Structured Knowledge AAAI 2021 GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020 Modeling Label Semantics for Predicting Emotional Reactions ACL 2020 Composing a Picture Book by Automatic Story Understanding and Visualization ACL 2019 Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? AAAI 2019 KnowSemLM: A Knowledge Infused Semantic Language Model CoNLL 2019 An Encoder-decoder Approach to Predicting Causal Relations in Stories NAACL 2018