| 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 |