Information Extraction

UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection SemEval 2026 UMUTeam at SemEval-2026 Task 10: Transformer Ensembles for Conspiratorial Span Extraction and Detection SemEval 2026 UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026 Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026 Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System EACL 2026 wangkongqiang at SemEval-2026 Task 10: PsyCoMark- Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 Who Plays Which Role? Protagonist Detection and Classification in Moral Discourse EACL 2026 Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion–Cause Triplet Extraction in Conversations ACL 2026 Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology AAAI 2026 Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026 Zero-Shot Open-Schema Entity Structure Discovery EACL 2026 zhangpeng at SemEval-2026 Task 10: PsyCoMark - Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 ZipLJP: Zipped Information Processor for Legal Judgment Prediction AAAI 2026 A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models AACL 2025 Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs ACL 2025 Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025 A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025 A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025 A Computational Framework to Identify Self-Aspects in Text ACL 2025 A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025 ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly COLING 2025 Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation EMNLP 2025 Advances and Challenges in the Automatic Identification of Indirect Quotations in Scholarly Texts and Literary Works NAACL 2025 Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025 AELC: Adaptive Entity Linking with LLM-Driven Contextualization EMNLP 2025