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Information Extraction

3209 directly classified papers

Papers per year

Papers

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021
TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text CVPR 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset AAAI 2021
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021
Disentangling Online Chats with DAG-structured LSTMs ACL 2021
KaushikAcharya at SemEval-2021 Task 9: Candidate Generation for Fact Verification over Tables ACL 2021
Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and Triggers AAAI 2021
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering ACL 2021
Entity and Evidence Guided Document-Level Relation Extraction ACL 2021
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction ACL 2021
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report ACL 2021
Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021
Classification, Extraction, and Normalization : CASIA_Unisound Team at the Social Media Mining for Health 2021 Shared Tasks NAACL 2021
Bootstrapping Multilingual Metadata Extraction: A Showcase in Cyrillic NAACL 2021
CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering ACL 2021
Joint Multimedia Event Extraction from Video and Article EMNLP 2021
Document-level Entity-based Extraction as Template Generation EMNLP 2021
Verb Knowledge Injection for Multilingual Event Processing ACL 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering EMNLP 2021
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021
What Did This Castle Look like before? Exploring Referential Relations in Naturally Occurring Multimodal Texts EACL 2021