| KinyaBERT: a Morphology-aware Kinyarwanda Language Model | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout | Mar 4, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Knowledge Acquisition on Mass-shooting Events via LLMs for AI-Driven Justice | Apr 17, 2025 | ArticlesFew-Shot Learning | —Unverified | 0 | 0 |
| Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific Knowledge Extraction and Understanding | Aug 4, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Knowledge-Based Biomedical Word Sense Disambiguation with Neural Concept Embeddings | Oct 26, 2016 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Knowledge Distillation for Swedish NER models: A Search for Performance and Efficiency | May 1, 2021 | Knowledge DistillationModel Compression | —Unverified | 0 | 0 |
| Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks | Oct 10, 2022 | domain classificationintent-classification | —Unverified | 0 | 0 |
| Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Knowledge Graphs: The Future of Data Integration and Insightful Discovery | Dec 17, 2024 | ChatbotData Integration | —Unverified | 0 | 0 |
| Knowledge Guided Named Entity Recognition for BioMedical Text | Nov 10, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery | May 16, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition | Sep 11, 2017 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| KoGNER: A Novel Framework for Knowledge Graph Distillation on Biomedical Named Entity Recognition | Mar 19, 2025 | Knowledge DistillationKnowledge Graphs | —Unverified | 0 | 0 |
| KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents | Jun 1, 2018 | ArticlesClustering | —Unverified | 0 | 0 |
| KORE 50\^DYWC: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata, and Crunchbase | May 1, 2020 | Entity LinkingKnowledge Graphs | —Unverified | 0 | 0 |
| Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition | Mar 24, 2024 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| Korean Named Entity Recognition Based on Language-Specific Features | May 10, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports | Aug 3, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| KU AIGEN ICL EDI@BC8 Track 3: Advancing Phenotype Named Entity Recognition and Normalization for Dysmorphology Physical Examination Reports | Jan 16, 2025 | Data Augmentationnamed-entity-recognition | —Unverified | 0 | 0 |
| L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages | Nov 21, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources | Feb 2, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models | Apr 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library | May 29, 2022 | Hate Speech DetectionLanguage Modeling | —Unverified | 0 | 0 |
| L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models | Dec 30, 2023 | Marketingnamed-entity-recognition | —Unverified | 0 | 0 |
| L3i at SemEval-2022 Task 11: Straightforward Additional Context for Multilingual Named Entity Recognition | Jul 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network | Aug 1, 2017 | ArticlesGeneral Classification | —Unverified | 0 | 0 |
| Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition | Jul 24, 2024 | Cross-Domain Named Entity RecognitionLanguage Modeling | —Unverified | 0 | 0 |
| Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition | Apr 24, 2018 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition | Apr 5, 2022 | Code Comment GenerationComment Generation | —Unverified | 0 | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 | 0 |
| Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets | Jul 1, 2018 | Abuse DetectionChunking | —Unverified | 0 | 0 |
| Language-Independent Named Entity Analysis Using Parallel Projection and Rule-Based Disambiguation | Apr 1, 2017 | Clusteringnamed-entity-recognition | —Unverified | 0 | 0 |
| Language Models sounds the Death Knell of Knowledge Graphs | Jan 10, 2023 | Knowledge GraphsLanguage Modelling | —Unverified | 0 | 0 |
| Large Language Models aren't all that you need | Jan 1, 2024 | AllLanguage Modelling | —Unverified | 0 | 0 |
| Prompting Large Language Models for Counterfactual Generation: An Empirical Study | May 24, 2023 | counterfactualData Augmentation | —Unverified | 0 | 0 |
| Large language models in healthcare and medical domain: A review | Dec 12, 2023 | Document Classificationnamed-entity-recognition | —Unverified | 0 | 0 |
| Large Scale Genealogical Information Extraction From Handwritten Quebec Parish Records | Apr 27, 2023 | Handwritten Text RecognitionLine Detection | —Unverified | 0 | 0 |
| Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition | Mar 21, 2024 | Entity Linkingfew-shot-ner | —Unverified | 0 | 0 |
| Large Sequence Representation Learning via Multi-Stage Latent Transformers | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification | Jun 1, 2021 | Binary Classificationnamed-entity-recognition | —Unverified | 0 | 0 |
| Latvian and Lithuanian Named Entity Recognition with TildeNER | May 1, 2012 | Machine Translationnamed-entity-recognition | —Unverified | 0 | 0 |
| LeafAI: query generator for clinical cohort discovery rivaling a human programmer | Apr 13, 2023 | Logical Reasoningnamed-entity-recognition | —Unverified | 0 | 0 |
| LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation | Apr 16, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples | May 1, 2022 | Continual LearningContinual Named Entity Recognition | —Unverified | 0 | 0 |
| Learning Architectures from an Extended Search Space for Language Modeling | May 6, 2020 | ChunkingLanguage Modeling | —Unverified | 0 | 0 |
| Learning Better Internal Structure of Words for Sequence Labeling | Oct 29, 2018 | Chunkingnamed-entity-recognition | —Unverified | 0 | 0 |
| Learning Dictionaries for Named Entity Recognition using Minimal Supervision | Apr 24, 2015 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts | Sep 21, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Learning Dynamic Feature Selection for Fast Sequential Prediction | May 22, 2015 | BenchmarkingDependency Parsing | —Unverified | 0 | 0 |