| Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies | Feb 14, 2024 | Knowledge Distillationnamed-entity-recognition | —Unverified | 0 |
| Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition | Mar 7, 2025 | Clinical Knowledgenamed-entity-recognition | —Unverified | 0 |
| Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification | Aug 1, 2021 | Machine Reading Comprehensionnamed-entity-recognition | —Unverified | 0 |
| Lex-BERT: Enhancing BERT based NER with lexicons | Jan 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Lexicon Infused Phrase Embeddings for Named Entity Resolution | Apr 22, 2014 | Entity ResolutionForm | —Unverified | 0 |
| Lifting the Curse of Multilinguality by Pre-training Modular Transformers | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Lifting the Curse of Multilinguality by Pre-training Modular Transformers | May 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation | May 9, 2020 | Language Identificationnamed-entity-recognition | —Unverified | 0 |
| Liner2 --- a Generic Framework for Named Entity Recognition | Apr 1, 2017 | Morphological AnalysisMultilingual Named Entity Recognition | —Unverified | 0 |
| Linguistically-Enriched and Context-Aware Zero-shot Slot Filling | Jan 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LINNAEUS: A species name identification system for biomedical literature | Feb 11, 2010 | ArticlesNamed Entity Recognition | —Unverified | 0 |
| Listen to Both Sides and be Enlightened! -- Hierarchical Modality Fusion Network for Entity and Relation Extraction | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LitStoryTeller: An Interactive System for Visual Exploration of Scientific Papers Leveraging Named entities and Comparative Sentences | Aug 7, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model | Oct 8, 2024 | Diagnosticgraph construction | —Unverified | 0 |
| LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs | May 13, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition | Feb 22, 2024 | Data Augmentationfew-shot-ner | —Unverified | 0 |
| LLM-DER:A Named Entity Recognition Method Based on Large Language Models for Chinese Coal Chemical Domain | Sep 16, 2024 | Knowledge Graphsnamed-entity-recognition | —Unverified | 0 |
| LLM-IE: A Python Package for Generative Information Extraction with Large Language Models | Nov 18, 2024 | AttributeAttribute Extraction | —Unverified | 0 |
| llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models | Jun 6, 2024 | few-shot-nerFew-shot NER | —Unverified | 0 |
| LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER using XLM-RoBERTa | May 5, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction | Aug 22, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LLMs as Data Annotators: How Close Are We to Human Performance | Apr 21, 2025 | In-Context Learningnamed-entity-recognition | —Unverified | 0 |
| LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition | Feb 13, 2022 | Data AugmentationEntity Linking | —Unverified | 0 |
| LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition | Jul 1, 2022 | Data AugmentationEntity Linking | —Unverified | 0 |
| Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling | Apr 25, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |