| Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework | Sep 11, 2021 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 | 0 |
| Learning Implicit Entity-object Relations by Bidirectional Generative Alignment for Multimodal NER | Aug 3, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition | Aug 1, 2019 | Language IdentificationMME | —Unverified | 0 | 0 |
| Learning Orthographic Features in Bi-directional LSTM for Biomedical Named Entity Recognition | Dec 1, 2016 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 | 0 |
| Learning Personalized User Preference from Cold Start in Multi-turn Conversations | Sep 10, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Learning Rich Representation of Keyphrases from Text | Oct 16, 2021 | Abstractive Text SummarizationKeyphrase Extraction | —Unverified | 0 | 0 |
| Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation | Jul 26, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models | Aug 1, 2018 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 | 0 |
| Learning to recognise named entities in tweets by exploiting weakly labelled data | Dec 1, 2016 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Learning to Search for Recognizing Named Entities in Twitter | Dec 1, 2016 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Leave no Place Behind: Improved Geolocation in Humanitarian Documents | Sep 6, 2023 | Humanitariannamed-entity-recognition | —Unverified | 0 | 0 |
| Legal Entity Extraction using a Pointer Generator Network | Jan 20, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice | Jan 19, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Leveraging HTML in Free Text Web Named Entity Recognition | Dec 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Leveraging Knowledge Graphs for Orphan Entity Allocation in Resume Processing | Oct 21, 2023 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| 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 | 0 |
| Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition | Mar 7, 2025 | Clinical Knowledgenamed-entity-recognition | —Unverified | 0 | 0 |
| Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification | Aug 1, 2021 | Machine Reading Comprehensionnamed-entity-recognition | —Unverified | 0 | 0 |
| Lex-BERT: Enhancing BERT based NER with lexicons | Jan 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Lexicon Infused Phrase Embeddings for Named Entity Resolution | Apr 22, 2014 | Entity ResolutionForm | —Unverified | 0 | 0 |
| Lifting the Curse of Multilinguality by Pre-training Modular Transformers | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Lifting the Curse of Multilinguality by Pre-training Modular Transformers | May 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation | May 9, 2020 | Language Identificationnamed-entity-recognition | —Unverified | 0 | 0 |
| Liner2 --- a Generic Framework for Named Entity Recognition | Apr 1, 2017 | Morphological AnalysisMultilingual Named Entity Recognition | —Unverified | 0 | 0 |
| Linguistically-Enriched and Context-Aware Zero-shot Slot Filling | Jan 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| LINNAEUS: A species name identification system for biomedical literature | Feb 11, 2010 | ArticlesNamed Entity Recognition | —Unverified | 0 | 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 | 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 | 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 | 0 |
| LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs | May 13, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition | Feb 22, 2024 | Data Augmentationfew-shot-ner | —Unverified | 0 | 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 | 0 |
| LLM-IE: A Python Package for Generative Information Extraction with Large Language Models | Nov 18, 2024 | AttributeAttribute Extraction | —Unverified | 0 | 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 | 0 |
| LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER using XLM-RoBERTa | May 5, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction | Aug 22, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| LLMs as Data Annotators: How Close Are We to Human Performance | Apr 21, 2025 | In-Context Learningnamed-entity-recognition | —Unverified | 0 | 0 |
| LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition | Feb 13, 2022 | Data AugmentationEntity Linking | —Unverified | 0 | 0 |
| LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition | Jul 1, 2022 | Data AugmentationEntity Linking | —Unverified | 0 | 0 |
| Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling | Apr 25, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Locally-Contextual Nonlinear CRFs for Sequence Labeling | Mar 30, 2021 | Chunkingnamed-entity-recognition | —Unverified | 0 | 0 |
| Logits-Constrained Framework with RoBERTa for Ancient Chinese NER | May 5, 2025 | Chinese Named Entity RecognitionModel Selection | —Unverified | 0 | 0 |
| Long Range Named Entity Recognition for Marathi Documents | Oct 11, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Low-Rank Hidden State Embeddings for Viterbi Sequence Labeling | Aug 2, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help? | Nov 2, 2023 | AllLow Resource Named Entity Recognition | —Unverified | 0 | 0 |
| Low-resource named entity recognition via multi-source projection: Not quite there yet? | Nov 1, 2018 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 | 0 |
| Low-Resource Named Entity Recognition with Cross-Lingual, Character-Level Neural Conditional Random Fields | Apr 14, 2024 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition | Aug 30, 2024 | ArticlesFeature Engineering | —Unverified | 0 | 0 |
| LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| LTNER: Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking | Apr 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |