Information Extraction

DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature ACL 2022 Distilling Salient Reviews with Zero Labels ACL 2022 Diving Deep into Modes of Fact Hallucinations in Dialogue Systems EMNLP 2022 DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL 2022 DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022 Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022 Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022 Document-Level Event Argument Extraction via Optimal Transport ACL 2022 Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning COLING 2022 Document-level Relation Extraction via Subgraph Reasoning IJCAI 2022 Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation ACL 2022 Document-Level Relation Extraction with Sentences Importance Estimation and Focusing NAACL 2022 Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022 Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ACL 2022 Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022 DORE: Document Ordered Relation Extraction based on Generative Framework EMNLP 2022 DoTAT: A Domain-oriented Text Annotation Tool ACL 2022 D-REX: Dialogue Relation Extraction with Explanations ACL 2022 DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction COLING 2022 DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks NAACL 2022 Dynamic Global Memory for Document-level Argument Extraction ACL 2022 Dynamic Prefix-Tuning for Generative Template-based Event Extraction ACL 2022 EA2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction NAACL 2022 ECO v1: Towards Event-Centric Opinion Mining ACL 2022 EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing EMNLP 2022