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Information Extraction

3209 directly classified papers

Papers per year

Papers

Large language models are few-shot clinical information extractors EMNLP 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022
Fine-grained Contrastive Learning for Relation Extraction EMNLP 2022
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022
Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ACL 2022
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System ACL 2022
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022
DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction COLING 2022
MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022
Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction ACL 2022
DCT-Centered Temporal Relation Extraction COLING 2022
STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction COLING 2022
What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification ACL 2022
BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022
RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022
OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction COLING 2022
MILIE: Modular & Iterative Multilingual Open Information Extraction ACL 2022