narrative understanding

AI-Monitors at SemEval-2026 Task 4: A Hybrid Embedding and LLM Ensemble for Narrative Similarity SemEval 2026 ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 LitVISTA: A Benchmark for Narrative Orchestration in Literary Text ACL 2026 NarraBench: A Comprehensive Framework for Narrative Benchmarking EACL 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding ACL 2026 The Tatort Test of Intelligence: Towards Narrative Comprehension as a Benchmark for AI AAAI 2026 YNU-HPCC at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CoNLL 2025 CHATTER: A character-attribution dataset for narrative understanding NAACL 2025 ComicScene154: A Scene Dataset for Comic Analysis EMNLP 2025 CR4-NarrEmote: An Open Vocabulary Dataset of Narrative Emotions Derived Using Citizen Science EMNLP 2025 From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding EMNLP 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games ACL 2025 LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA EMNLP 2025 MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions COLING 2025 RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role-Playing Agents ACL 2025 SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding CVPR 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025 Annotating Mystery Novels: Guidelines and Adaptations EMNLP 2024 BookWorm: A Dataset for Character Description and Analysis EMNLP 2024 CHIRON: Rich Character Representations in Long-Form Narratives EMNLP 2024