Named Entity Recognition

Slav-NER: the 4th Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic languages EACL 2023 SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks ACL 2023 Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023 SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023 Span-based Named Entity Recognition by Generating and Compressing Information EACL 2023 Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications ACL 2023 SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge SemEval 2023 SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023 Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023 SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023 Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023 TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023 TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model ACL 2023 Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition ACL 2023 Taxonomy Expansion for Named Entity Recognition EMNLP 2023 TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SemEval 2023 TeamUnibo at SemEval-2023 Task 6: A transformer based approach to Rhetorical Roles prediction and NER in Legal Texts SemEval 2023 Theoretical Linguistics Rivals Embeddings in Language Clustering for Multilingual Named Entity Recognition ACL 2023 The Role of Global and Local Context in Named Entity Recognition ACL 2023 Too Many Cooks Spoil the Model: Are Bilingual Models for Slovene Better than a Large Multilingual Model? EACL 2023 Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City EMNLP 2023 Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model EACL 2023 Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023 Towards Incremental NER Data Augmentation via Syntactic-aware Insertion Transformer IJCAI 2023 Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures EMNLP 2023