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Information Extraction

3209 directly classified papers

Papers per year

Papers

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
HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese ACL 2022
An Extraction and Representation Pipeline for Literary Characters AAAI 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
Event Causality Identification via Derivative Prompt Joint Learning COLING 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022
Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022
Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022
Automatic Error Analysis for Document-level Information Extraction ACL 2022
New Frontiers of Information Extraction NAACL 2022
Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ACL 2022
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022
A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction NAACL 2022
MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022