Information Extraction

Can discrete information extraction prompts generalize across language models? ICLR 2023 Character Coreference Resolution in Movie Screenplays ACL 2023 CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction ACL 2023 COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning AAAI 2023 Deep Span Representations for Named Entity Recognition ACL 2023 Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ACL 2023 Document-level Relationship Extraction by Bidirectional Constraints of Beta Rules EMNLP 2023 DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023 Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023 Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023 Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition ACL 2023 Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction ACL 2023 Financial Numeric Extreme Labelling: A dataset and benchmarking ACL 2023 fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023 From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023 From Speculation Detection to Trustworthy Relational Tuples in Information Extraction EMNLP 2023 Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport ACL 2023 How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023 impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023 Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs EMNLP 2023 Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph ACL 2023 Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging AAAI 2023 Learning Event-aware Measures for Event Coreference Resolution ACL 2023 Learn to Not Link: Exploring NIL Prediction in Entity Linking ACL 2023 Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation AAAI 2023