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Information Extraction

3209 directly classified papers

Papers per year

Papers

MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts NAACL 2025
Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner IJCAI 2025
Bootstrapping UMRs from Universal Dependencies for Scalable Multilingual Annotation ACL 2025
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025
GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature ACL 2025
Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts ACL 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o ACL 2025
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025
TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025
Overview of the Fifth Workshop on Scholarly Document Processing ACL 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
Massively Multilingual Instruction-Following Information Extraction ACL 2025
Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025