Named Entity Recognition

Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition EACL 2024 Learning Mutually Informed Representations for Characters and Subwords NAACL 2024 Learning to Extract Structured Entities Using Language Models EMNLP 2024 LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024 LegalLens 2024 Shared Task: Masala-chai Submission EMNLP 2024 LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text EMNLP 2024 Leveraging Approximate Pattern Matching with BERT for Event Detection EACL 2024 Leveraging Contextual Information for Effective Entity Salience Detection NAACL 2024 LHS712NV at #SMM4H 2024 Task 4: Using BERT to classify Reddit posts on non-medical substance use ACL 2024 LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition ACL 2024 Linking Named Entities in Diderot’s Encyclopédie to Wikidata COLING 2024 Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval EMNLP 2024 LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition ACL 2024 LPNER: Label Prompt for Few-shot Nested Named Entity Recognition ACML 2024 MaintIE: A Fine-Grained Annotation Schema and Benchmark for Information Extraction from Maintenance Short Texts COLING 2024 Major Entity Identification: A Generalizable Alternative to Coreference Resolution EMNLP 2024 Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024 ManNER & ManPOS: Pioneering NLP for Endangered Manchu Language COLING 2024 Mapping the Past: Geographically Linking an Early 20th Century Swedish Encyclopedia with Wikidata COLING 2024 Maven at MEDIQA-CORR 2024: Leveraging RAG and Medical LLM for Error Detection and Correction in Medical Notes NAACL 2024 McGill NLP Group Submission to the MRL 2024 Shared Task: Ensembling Enhances Effectiveness of Multilingual Small LMs EMNLP 2024 MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning AAAI 2024 Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024 MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media COLING 2024 MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training COLING 2024