| Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade Directories | Feb 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Uncertainty-aware Self-training for Low-resource Neural Sequence Labeling | Feb 17, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dynamic Named Entity Recognition | Feb 16, 2023 | Entity TypingMemorization | CodeCode Available | 0 |
| Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models | Feb 15, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition | Feb 14, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition | Feb 13, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
| Learning from Noisy Crowd Labels with Logics | Feb 13, 2023 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Span-based Named Entity Recognition by Generating and Compressing Information | Feb 10, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Lightweight Transformers for Clinical Natural Language Processing | Feb 9, 2023 | Continual LearningKnowledge Distillation | CodeCode Available | 1 |
| A Novel Approach for Auto-Formulation of Optimization Problems | Feb 9, 2023 | Ensemble Learningnamed-entity-recognition | CodeCode Available | 0 |
| Data Augmentation for Robust Character Detection in Fantasy Novels | Feb 9, 2023 | Data Augmentationnamed-entity-recognition | CodeCode Available | 0 |
| Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events | Feb 8, 2023 | GPUnamed-entity-recognition | CodeCode Available | 0 |
| A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends | Feb 7, 2023 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks | Feb 6, 2023 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing | Feb 5, 2023 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Bioformer: an efficient transformer language model for biomedical text mining | Feb 3, 2023 | ArticlesDocument Classification | CodeCode Available | 1 |
| Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets | Feb 2, 2023 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Zero-shot cross-lingual transfer language selection using linguistic similarity | Jan 31, 2023 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| A Comparative Study of Pretrained Language Models for Long Clinical Text | Jan 27, 2023 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ViDeBERTa: A powerful pre-trained language model for Vietnamese | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition | Jan 21, 2023 | Contrastive LearningCross-Lingual NER | —Unverified | 0 |
| Adversarial Adaptation for French Named Entity Recognition | Jan 12, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named Entities | Jan 12, 2023 | Information RetrievalMachine Translation | CodeCode Available | 0 |
| Language Models sounds the Death Knell of Knowledge Graphs | Jan 10, 2023 | Knowledge GraphsLanguage Modelling | —Unverified | 0 |