| Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs | Feb 13, 2025 | Abstractive Text Summarizationnamed-entity-recognition | —Unverified | 0 |
| How does a Multilingual LM Handle Multiple Languages? | Feb 6, 2025 | Multilingual NLPMultilingual Word Embeddings | —Unverified | 0 |
| TriNER: A Series of Named Entity Recognition Models For Hindi, Bengali & Marathi | Feb 6, 2025 | Diversitynamed-entity-recognition | —Unverified | 0 |
| FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework | Feb 4, 2025 | Entity DisambiguationFew-Shot Learning | CodeCode Available | 0 |
| NER4all or Context is All You Need: Using LLMs for low-effort, high-performance NER on historical texts. A humanities informed approach | Feb 4, 2025 | Allnamed-entity-recognition | —Unverified | 0 |
| Meursault as a Data Point | Feb 3, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution | Jan 31, 2025 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| General Embedding vs. Task-Specific Embedding: A Comparative Approach to Enhancing NLP Performance | Jan 30, 2025 | Multi-Task Learning | —Unverified | 0 |
| Revisiting Projection-based Data Transfer for Cross-Lingual Named Entity Recognition in Low-Resource Languages | Jan 30, 2025 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools | Jan 27, 2025 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Academic Case Reports Lack Diversity: Assessing the Presence and Diversity of Sociodemographic and Behavioral Factors related to Post COVID-19 Condition | Jan 21, 2025 | Data AugmentationDiversity | —Unverified | 0 |
| HERITAGE: An End-to-End Web Platform for Processing Korean Historical Documents in Hanja | Jan 21, 2025 | document understandingMachine Translation | CodeCode Available | 0 |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 |
| 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 |
| TriMod Fusion for Multimodal Named Entity Recognition in Social Media | Jan 14, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| How to Tune a Multilingual Encoder Model for Germanic Languages: A Study of PEFT, Full Fine-Tuning, and Language Adapters | Jan 10, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| AgoraSpeech: A multi-annotated comprehensive dataset of political discourse through the lens of humans and AI | Jan 9, 2025 | Benchmarkingnamed-entity-recognition | —Unverified | 0 |
| Building Foundations for Natural Language Processing of Historical Turkish: Resources and Models | Jan 8, 2025 | Dependency ParsingDomain Adaptation | —Unverified | 0 |
| Hidden Entity Detection from GitHub Leveraging Large Language Models | Jan 8, 2025 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 |
| Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study | Jan 7, 2025 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Prune or Retrain: Optimizing the Vocabulary of Multilingual Models for Estonian | Jan 5, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Financial Named Entity Recognition: How Far Can LLM Go? | Jan 4, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Text2Insight: Transform natural language text into insights seamlessly using multi-model architecture | Dec 27, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Semi-Supervised Learning from Small Annotated Data and Large Unlabeled Data for Fine-grained PICO Entity Recognition | Dec 26, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities | Dec 26, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
