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Information Extraction

3209 directly classified papers

Papers per year

Papers

M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025
Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training IJCAI 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
Meronymic Ontology Extraction via Large Language Models AACL 2025
Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o ACL 2025
Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025
WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models SEMEVAL 2025
TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
Overview of the Fifth Workshop on Scholarly Document Processing ACL 2025
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025
Massively Multilingual Instruction-Following Information Extraction ACL 2025
Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025