Information Extraction

Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials COLING 2024 POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature NAACL 2024 PolyNERE: A Novel Ontology and Corpus for Named Entity Recognition and Relation Extraction in Polymer Science Domain COLING 2024 Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms ICML 2024 PPORTAL_ner: An Annotated Corpus of Portuguese Literary Entities COLING 2024 Predicting Entity Salience in Extremely Short Documents EMNLP 2024 Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024 Projecting Annotations for Discourse Relations: Connective Identification for Low-Resource Languages EACL 2024 Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation COLING 2024 Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024 PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024 PropBank goes Public: Incorporation into Wikidata EACL 2024 QAEVENT: Event Extraction as Question-Answer Pairs Generation EACL 2024 QueryNER: Segmentation of E-commerce Queries COLING 2024 RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports ACL 2024 RE2: Region-Aware Relation Extraction from Visually Rich Documents NAACL 2024 REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition ACL 2024 Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024 Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024 Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024 Relation Classification via Bidirectional Prompt Learning with Data Augmentation by Large Language Model COLING 2024 Reliable Data Generation and Selection for Low-Resource Relation Extraction AAAI 2024 ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget ACL 2024 ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting IJCAI 2024 Rethinking Skill Extraction in the Job Market Domain using Large Language Models EACL 2024