entity normalization

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026 ADE Oracle at #SMM4H 2024: A Two-Stage NLP System for Extracting and Normalizing Adverse Drug Events from Tweets ACL 2024 Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm ACL 2024 HBUT at #SMM4H 2024 Task1: Extraction and Normalization of Adverse Drug Events with a Large Language Model ACL 2024 Slav-NER: the 4th Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic languages EACL 2023 AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022 Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022 OFU@SMM4H’22: Mining Advent Drug Events Using Pretrained Language Models COLING 2022 An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021 A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021 Biomedical Concept Normalization by Leveraging Hypernyms EMNLP 2021 MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021 PAII-NLP at SMM4H 2021: Joint Extraction and Normalization of Adverse Drug Effect Mentions in Tweets NAACL 2021 Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages EACL 2021 A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization EMNLP 2020 Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020 Robust Benchmarking for Machine Learning of Clinical Entity Extraction MLHC 2020 An ensemble CNN method for biomedical entity normalization EMNLP 2019 A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization AAAI 2019 Bacteria Biotope at BioNLP Open Shared Tasks 2019 EMNLP 2019 BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes EMNLP 2019 Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature EMNLP 2019 Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019 The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages ACL 2019 Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019