| Advancing Italian Biomedical Information Extraction with Transformers-based Models: Methodological Insights and Multicenter Practical Application | Jun 8, 2023 | Language ModellingLarge Language Model | —Unverified | 0 |
| Multilingual Clinical NER: Translation or Cross-lingual Transfer? | Jun 7, 2023 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition | Jun 6, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 0 |
| Skill over Scale: The Case for Medium, Domain-Specific Models for SE | Jun 5, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Transformer-Based UNet with Multi-Headed Cross-Attention Skip Connections to Eliminate Artifacts in Scanned Documents | Jun 5, 2023 | DenoisingDocument Classification | —Unverified | 0 |
| bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark | Jun 4, 2023 | Fact Checkingnamed-entity-recognition | CodeCode Available | 0 |
| Impact of translation on biomedical information extraction from real-life clinical notes | Jun 3, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Data-Efficient French Language Modeling with CamemBERTa | Jun 2, 2023 | Dependency ParsingFLUE | —Unverified | 0 |
| Learning Transformer Programs | Jun 1, 2023 | In-Context LearningInterpretable Machine Learning | CodeCode Available | 1 |
| ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER | Jun 1, 2023 | Data AugmentationDenoising | CodeCode Available | 1 |
| Examining risks of racial biases in NLP tools for child protective services | May 30, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Machine Learning Approach for Cancer Entities Association and Classification | May 30, 2023 | ArticlesClassification | —Unverified | 0 |
| A Multilingual Evaluation of NER Robustness to Adversarial Inputs | May 30, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition | May 29, 2023 | Contrastive Learningnamed-entity-recognition | —Unverified | 0 |
| E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition | May 29, 2023 | Deep Learningnamed-entity-recognition | CodeCode Available | 1 |
| Extrinsic Factors Affecting the Accuracy of Biomedical NER | May 29, 2023 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER | May 29, 2023 | Contrastive Learningfew-shot-ner | —Unverified | 0 |
| Complementary and Integrative Health Lexicon (CIHLex) and Entity Recognition in the Literature | May 27, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| PromptNER: Prompt Locating and Typing for Named Entity Recognition | May 26, 2023 | Cross-Domain Few-ShotEntity Typing | CodeCode Available | 1 |
| People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts | May 26, 2023 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Automatic Emotion Experiencer Recognition | May 26, 2023 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation | May 25, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| PromptNER: Prompting For Named Entity Recognition | May 24, 2023 | few-shot-nerFew-shot NER | —Unverified | 0 |
| Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners | May 24, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Prompting Large Language Models for Counterfactual Generation: An Empirical Study | May 24, 2023 | counterfactualData Augmentation | —Unverified | 0 |