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Information Extraction

3209 directly classified papers

Papers per year

Papers

Defining and Learning Refined Temporal Relations in the Clinical Narrative EMNLP 2020
Biomedical Event Extraction as Multi-turn Question Answering EMNLP 2020
Relation Extraction with Contextualized Relation Embedding (CRE) EMNLP 2020
Event Extraction as Multi-turn Question Answering EMNLP 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020
Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction EMNLP 2020
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data EMNLP 2020
Joint Constrained Learning for Event-Event Relation Extraction EMNLP 2020
Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract) AAAI 2020
Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020
Integrating Deep Learning with Logic Fusion for Information Extraction AAAI 2020
BUT-FIT at SemEval-2020 Task 5: Automatic Detection of Counterfactual Statements with Deep Pre-trained Language Representation Models SEMEVAL 2020
Parallel Sentence Mining by Constrained Decoding ACL 2020
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL 2020
GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL 2020
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL 2020
Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL 2020
Machine Reading of Historical Events ACL 2020
Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification ACL 2020
A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks ACL 2020
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020
In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts ACL 2020
Bridging Anaphora Resolution as Question Answering ACL 2020
SLURP: A Spoken Language Understanding Resource Package EMNLP 2020