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Information Extraction

3,266 papers

Papers per year

323
490
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'25

Papers

DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies NAACL 2022
GenIE: Generative Information Extraction NAACL 2022
Entity Linking via Explicit Mention-Mention Coreference Modeling NAACL 2022
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks NAACL 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction NAACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction NAACL 2022
Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022
Hyperbolic Relevance Matching for Neural Keyphrase Extraction NAACL 2022
Few-Shot Document-Level Relation Extraction NAACL 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction NAACL 2022
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022
New Frontiers of Information Extraction NAACL 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking NAACL 2022
Knowledge Extraction From Texts Based on Wikidata NAACL 2022
BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations NAACL 2022