event extraction

EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ACL 2026 Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026 Learning to Generate and Extract: A Multi-Agent Collaboration Framework for Zero-Shot Document-Level Event Arguments Extraction AAAI 2026 LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction AAAI 2026 SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema AAAI 2026 Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation EMNLP 2025 A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025 ChronoFact: Timeline-based Temporal Fact Verification IJCAI 2025 Cross-Document Event-Keyed Summarization ACL 2025 Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025 DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025 Event-based evaluation of abstractive news summarization ACL 2025 EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025 Extracting Military Event Temporal Relations via Relative Event Time Prediction and Virtual Adversarial Training NAACL 2025 Finding Common Patterns in Domestic Violence Stories Posted on Reddit NAACL 2025 Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines ACL 2025 JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025 LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025 Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025 ME2-BERT: Are Events and Emotions what you need for Moral Foundation Prediction? COLING 2025 Multi-Document Event Extraction Using Large and Small Language Models EMNLP 2025 R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration EMNLP 2025 Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025 Revisiting Classical Chinese Event Extraction with Ancient Literature Information ACL 2025 SciEvent: Benchmarking Multi-domain Scientific Event Extraction EMNLP 2025