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Information Extraction

3209 directly classified papers

Papers per year

Papers

War and Pieces: Comparing Perspectives About World War I and II Across Wikipedia Language Communities COLING 2022
Fast and Constrained Absent Keyphrase Generation by Prompt-Based Learning AAAI 2022
QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text ACL 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022
Neural Text Sanitization with Explicit Measures of Privacy Risk IJCNLP 2022
Global Entity Disambiguation with BERT NAACL 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022
NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge NAACL 2022
Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature ACL 2022
EntSUM: A Data Set for Entity-Centric Extractive Summarization ACL 2022
Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base NAACL 2022
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022
Text-to-Text Extraction and Verbalization of Biomedical Event Graphs COLING 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction ACL 2022
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022
Event Causality Identification via Derivative Prompt Joint Learning COLING 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022
D-REX: Dialogue Relation Extraction with Explanations ACL 2022
BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022