Information Extraction

Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022 Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022 QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text ACL 2022 RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022 Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022 ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking NAACL 2022 Relational Triple Extraction: One Step is Enough IJCAI 2022 RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022 Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction NAACL 2022 RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction EMNLP 2022 Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022 ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select EMNLP 2022 RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022 Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022 Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction EMNLP 2022 Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022 RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction ACL 2022 RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022 SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022 Saliency as Evidence: Event Detection with Trigger Saliency Attribution ACL 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities EMNLP 2022 SenTag: A Web-Based Tool for Semantic Annotation of Textual Documents AAAI 2022 Shallow Discourse Parsing for Open Information Extraction and Text Simplification COLING 2022