| 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 |
| Extrinsic Factors Affecting the Accuracy of Biomedical NER | May 29, 2023 | Data Augmentationnamed-entity-recognition | —Unverified | 0 |
| E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition | May 29, 2023 | Deep Learningnamed-entity-recognition | CodeCode Available | 1 |
| 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 |
| Automatic Emotion Experiencer Recognition | May 26, 2023 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| 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 |
| PromptNER: Prompt Locating and Typing for Named Entity Recognition | May 26, 2023 | Cross-Domain Few-ShotEntity Typing | CodeCode Available | 1 |
| 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 |
| Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners | May 24, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| PromptNER: Prompting For Named Entity Recognition | May 24, 2023 | few-shot-nerFew-shot NER | —Unverified | 0 |
| Prompting Large Language Models for Counterfactual Generation: An Empirical Study | May 24, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition | May 24, 2023 | DenoisingKnowledge Distillation | CodeCode Available | 2 |
| Having Beer after Prayer? Measuring Cultural Bias in Large Language Models | May 23, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BAND: Biomedical Alert News Dataset | May 23, 2023 | ArticlesEpidemiology | CodeCode Available | 0 |
| Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning | May 23, 2023 | Cross-Lingual NERnamed-entity-recognition | CodeCode Available | 0 |
| Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction | May 23, 2023 | Cross-Lingual TransferDecoder | CodeCode Available | 0 |
| AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Better Sampling of Negatives for Distantly Supervised Named Entity Recognition | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Partial Annotation Learning for Biomedical Entity Recognition | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DiffusionNER: Boundary Diffusion for Named Entity Recognition | May 22, 2023 | Chinese Named Entity RecognitionDenoising | CodeCode Available | 1 |
| Taxonomy Expansion for Named Entity Recognition | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization | May 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Pruning Pre-trained Language Models with Principled Importance and Self-regularization | May 21, 2023 | Data-to-Text Generationnamed-entity-recognition | CodeCode Available | 0 |
| A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition | May 21, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| CDJUR-BR -- A Golden Collection of Legal Document from Brazilian Justice with Fine-Grained Named Entities | May 20, 2023 | AttributeJurisprudence | —Unverified | 0 |
| PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search | May 20, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge | May 20, 2023 | Multi-modal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Enhancing Few-shot NER with Prompt Ordering based Data Augmentation | May 19, 2023 | Data Augmentationfew-shot-ner | —Unverified | 0 |
| BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER | May 18, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| Learning In-context Learning for Named Entity Recognition | May 18, 2023 | Diversityfew-shot-ner | CodeCode Available | 1 |
| UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective | May 17, 2023 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| Hierarchical Aligned Multimodal Learning for NER on Tweet Posts | May 15, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling | May 14, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition | May 12, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Novel Dataset Towards Extracting Virus-Host Interactions | May 11, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) | May 11, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |