Named Entity Recognition

Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025 Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025 Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025 UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SemEval 2025 UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025 VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts COLING 2025 VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT SemEval 2025 VMWE identification with models trained on GUD (a UDv.2 treebank of Standard Modern Greek) NAACL 2025 When Less Is More: Logits-Constrained Framework with RoBERTa for Ancient Chinese NER NAACL 2025 When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods ACL 2025 WojoodOntology: Ontology-Driven LLM Prompting for Unified Information Extraction Tasks EMNLP 2025 WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025 ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions ACL 2025 Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective EMNLP 2025 Aalamaram: A Large-Scale Linguistically Annotated Treebank for the Tamil Language COLING 2024 AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models EACL 2024 A Benchmark Evaluation of Clinical Named Entity Recognition in French COLING 2024 A Corpus and Method for Chinese Named Entity Recognition in Manufacturing COLING 2024 Actor Identification in Discourse: A Challenge for LLMs? EACL 2024 Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters ACL 2024 A Dataset for Named Entity Recognition and Entity Linking in Chinese Historical Newspapers COLING 2024 Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition ACL 2024 A Deep Analysis of the Impact of Multiword Expressions and Named Entities on Chinese-English Machine Translations EMNLP 2024 ADE Oracle at #SMM4H 2024: A Two-Stage NLP System for Extracting and Normalizing Adverse Drug Events from Tweets ACL 2024 Adversarial Learning for Multi-Lingual Entity Linking ACL 2024