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| Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks | Jan 30, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Gazetteer-Enhanced Bangla Named Entity Recognition with BanglaBERT Semantic Embeddings K-Means-Infused CRF Model | Jan 30, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks | Jan 29, 2024 | BenchmarkingCross-Lingual Transfer | CodeCode Available | 0 |
| HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage Research | Jan 29, 2024 | Image Segmentationnamed-entity-recognition | CodeCode Available | 0 |
| Evaluating LLM -- Generated Multimodal Diagnosis from Medical Images and Symptom Analysis | Jan 28, 2024 | Knowledge GraphsMedical Diagnosis | —Unverified | 0 |
| Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness | Jan 26, 2024 | Binary ClassificationChatbot | —Unverified | 0 |
| Fine-grained Contract NER using instruction based model | Jan 24, 2024 | Few-Shot LearningHallucination | CodeCode Available | 0 |
| Multicultural Name Recognition For Previously Unseen Names | Jan 23, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition | Jan 21, 2024 | Language ModellingMachine Reading Comprehension | —Unverified | 0 |
| The Radiation Oncology NLP Database | Jan 19, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Mining experimental data from Materials Science literature with Large Language Models: an evaluation study | Jan 19, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences | Jan 19, 2024 | Contrastive LearningFew-Shot Learning | CodeCode Available | 0 |
| Recent Advances in Named Entity Recognition: A Comprehensive Survey and Comparative Study | Jan 19, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction | Jan 18, 2024 | Chemical Entity RecognitionFew-shot NER | CodeCode Available | 0 |
| EMBRE: Entity-aware Masking for Biomedical Relation Extraction | Jan 15, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Taec: a Manually annotated text dataset for trait and phenotype extraction and entity linking in wheat breeding literature | Jan 15, 2024 | ArticlesEntity Linking | —Unverified | 0 |
| Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques | Jan 11, 2024 | Articlesnamed-entity-recognition | —Unverified | 0 |
| TechGPT-2.0: A large language model project to solve the task of knowledge graph construction | Jan 9, 2024 | graph constructionLanguage Modeling | CodeCode Available | 2 |
| Part-of-Speech Tagger for Bodo Language using Deep Learning approach | Jan 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Studying and Recommending Information Highlighting in Stack Overflow Answers | Jan 3, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
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| Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing | Dec 31, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models | Dec 30, 2023 | Marketingnamed-entity-recognition | —Unverified | 0 |
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| Multi-level biomedical NER through multi-granularity embeddings and enhanced labeling | Dec 24, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Explorers at #SMM4H 2023: Enhancing BERT for Health Applications through Knowledge and Model Fusion | Dec 17, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Def2Vec: Extensible Word Embeddings from Dictionary Definitions | Dec 16, 2023 | Chunkingnamed-entity-recognition | CodeCode Available | 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 |
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| Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models | Dec 13, 2023 | Class Incremental LearningIncremental Learning | CodeCode Available | 1 |
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| Large language models in healthcare and medical domain: A review | Dec 12, 2023 | Document Classificationnamed-entity-recognition | —Unverified | 0 |
| Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? | Dec 12, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Augmenty: A Python Library for Structured Text Augmentation | Dec 9, 2023 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation | Dec 9, 2023 | AttributeAttribute Extraction | —Unverified | 0 |
| Redefining Developer Assistance: Through Large Language Models in Software Ecosystem | Dec 9, 2023 | Link Predictionnamed-entity-recognition | —Unverified | 0 |
| A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing | Dec 9, 2023 | Deep LearningLanguage Modeling | —Unverified | 0 |
| nerblackbox: A High-level Library for Named Entity Recognition in Python | Dec 7, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| On Significance of Subword tokenization for Low Resource and Efficient Named Entity Recognition: A case study in Marathi | Dec 3, 2023 | Computational EfficiencyMachine Translation | —Unverified | 0 |
| Filtered Semi-Markov CRF | Nov 29, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Corpus for Named Entity Recognition in Chinese Novels with Multi-genres | Nov 27, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Transformer-based Named Entity Recognition in Construction Supply Chain Risk Management in Australia | Nov 23, 2023 | ArticlesManagement | —Unverified | 0 |
| Efficient Transformer Knowledge Distillation: A Performance Review | Nov 22, 2023 | Knowledge DistillationModel Compression | —Unverified | 0 |
| nach0: Multimodal Natural and Chemical Languages Foundation Model | Nov 21, 2023 | Decodermodel | CodeCode Available | 1 |
| Optimal Strategies to Perform Multilingual Analysis of Social Content for a Novel Dataset in the Tourism Domain | Nov 20, 2023 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 |
| How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction | Nov 20, 2023 | ArticlesLarge Language Model | CodeCode Available | 0 |
| Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning | Nov 20, 2023 | Domain AdaptationIn-Context Learning | —Unverified | 0 |