| Few-Shot Named Entity Recognition with Biaffine Span Representation | Nov 16, 2021 | Few-shot NERNamed Entity Recognition | —Unverified | 0 | 0 |
| Few-shot Named Entity Recognition with Cloze Questions | Nov 24, 2021 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 | 0 |
| Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes | Aug 17, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Few-shot Named Entity Recognition with Joint Token and Sentence Awareness | Nov 16, 2021 | Few-Shot LearningFew-shot NER | —Unverified | 0 | 0 |
| Few-shot Name Entity Recognition on StackOverflow | Apr 15, 2024 | Meta-Learningnamed-entity-recognition | —Unverified | 0 | 0 |
| Few-Shot Nested Named Entity Recognition | Dec 2, 2022 | Contrastive LearningFew-Shot Learning | —Unverified | 0 | 0 |
| Few-Shot Sequence Labeling with Label Dependency Transfer and Pair-wise Embedding | Jun 20, 2019 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 | 0 |
| Few-Shot Spoken Language Understanding via Joint Speech-Text Models | Oct 9, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition | Jun 8, 2024 | few-shot-nerFew-shot NER | —Unverified | 0 | 0 |
| FiLLM -- A Filipino-optimized Large Language Model based on Southeast Asia Large Language Model (SEALLM) | May 25, 2025 | Dependency ParsingLanguage Modeling | —Unverified | 0 | 0 |
| Finding Names in Trove: Named Entity Recognition for Australian Historical Newspapers | Dec 1, 2015 | Clusteringnamed-entity-recognition | —Unverified | 0 | 0 |
| Fine-grained Location Extraction via Curriculum Learning | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Fine-tuning for Named Entity Recognition Using Part-of-Speech Tagging | Dec 1, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records | Mar 27, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Fine Tuning Named Entity Extraction Models for the Fantasy Domain | Feb 16, 2024 | Miscellaneousnamed-entity-recognition | —Unverified | 0 | 0 |
| Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages | May 8, 2024 | Information RetrievalMachine Translation | —Unverified | 0 | 0 |
| Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks | Jan 30, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets | Oct 7, 2023 | Benchmarkingnamed-entity-recognition | —Unverified | 0 | 0 |
| Flat Multi-modal Interaction Transformer for Named Entity Recognition | Aug 23, 2022 | Boundary DetectionMulti-modal Named Entity Recognition | —Unverified | 0 | 0 |
| FLERT: Document-Level Features for Named Entity Recognition | Nov 13, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition | Aug 14, 2019 | Diversitynamed-entity-recognition | —Unverified | 0 | 0 |
| Flippi: End To End GenAI Assistant for E-Commerce | Jul 8, 2025 | Intent Detectionnamed-entity-recognition | —Unverified | 0 | 0 |
| Floods Relevancy and Identification of Location from Twitter Posts using NLP Techniques | Jan 1, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Flow Graph Corpus from Recipe Texts | May 1, 2014 | ARCcoreference-resolution | —Unverified | 0 | 0 |
| Foundations and Evaluations in NLP | Apr 2, 2025 | Boundary DetectionDependency Parsing | —Unverified | 0 | 0 |
| FRASIMED: a Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection | Sep 19, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| FRE at SocialDisNER: Joint Learning of Language Models for Named Entity Recognition | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping | Dec 16, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 | 0 |
| From ELTeC Text Collection Metadata and Named Entities to Linked-data (and Back) | Jun 1, 2022 | Entity Linkingnamed-entity-recognition | —Unverified | 0 | 0 |
| From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer | Oct 12, 2023 | ArticlesDecision Making | —Unverified | 0 | 0 |
| From Textual Information Sources to Linked Data in the Agatha Project | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| From Voice to Safety: Language AI Powered Pilot-ATC Communication Understanding for Airport Surface Movement Collision Risk Assessment | Mar 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Efficient Online ML API Selection for Multi-Label Classification Tasks | Feb 18, 2021 | General Classificationimage-classification | —Unverified | 0 | 0 |
| F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media | Nov 14, 2016 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition | Nov 16, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 | 0 |
| GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models | May 31, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Gated Graph Sequence Neural Networks for Chinese Healthcare Named Entity Recognition | Sep 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition | May 12, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| GazeReader: Detecting Unknown Word Using Webcam for English as a Second Language (ESL) Learners | Mar 18, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| GEIC: Universal and Multilingual Named Entity Recognition with Large Language Models | Sep 17, 2024 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input | Jun 1, 2021 | Mixture-of-Expertsnamed-entity-recognition | —Unverified | 0 | 0 |
| General Embedding vs. Task-Specific Embedding: A Comparative Approach to Enhancing NLP Performance | Jan 30, 2025 | Multi-Task Learning | —Unverified | 0 | 0 |
| Generalisation in Named Entity Recognition: A Quantitative Analysis | Jan 11, 2017 | Diversitynamed-entity-recognition | —Unverified | 0 | 0 |
| Generate it. A simple method for End-to-End Relation Extraction | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Generating a Resource for Products and Brandnames Recognition. Application to the Cosmetic Domain. | May 1, 2014 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment | Aug 9, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Generating Task-Pertinent sorted Error Lists for Speech Recognition | May 1, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Generative AI for Business Strategy: Using Foundation Models to Create Business Strategy Tools | Aug 27, 2023 | Decision Makingnamed-entity-recognition | —Unverified | 0 | 0 |
| Generative AI for Named Entity Recognition in Low-Resource Language Nepali | Mar 12, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |