| Transformer-Based Named Entity Recognition for French Using Adversarial Adaptation to Similar Domain Corpora | Dec 5, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| GNN-SL: Sequence Labeling Based on Nearest Examples via GNN | Dec 5, 2022 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 0 |
| Named Entity and Relation Extraction with Multi-Modal Retrieval | Dec 3, 2022 | Mixture-of-ExpertsMulti-modal Named Entity Recognition | —Unverified | 0 |
| Few-Shot Nested Named Entity Recognition | Dec 2, 2022 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning | Nov 30, 2022 | AllMulti-Task Learning | CodeCode Available | 1 |
| Handling and extracting key entities from customer conversations using Speech recognition and Named Entity recognition | Nov 28, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging | Nov 28, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets | Nov 27, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding | Nov 27, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Finetuning BERT on Partially Annotated NER Corpora | Nov 25, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages | Nov 21, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Mulco: Recognizing Chinese Nested Named Entities Through Multiple Scopes | Nov 20, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation | Nov 18, 2022 | Conditional Text GenerationData Augmentation | CodeCode Available | 1 |
| ConNER: Consistency Training for Cross-lingual Named Entity Recognition | Nov 17, 2022 | Cross-Lingual NERKnowledge Distillation | CodeCode Available | 1 |
| H2-Golden-Retriever: Methodology and Tool for an Evidence-Based Hydrogen Research Grantsmanship | Nov 16, 2022 | Lemmatizationnamed-entity-recognition | —Unverified | 0 |
| Prompting Language Models for Linguistic Structure | Nov 15, 2022 | ChunkingIn-Context Learning | —Unverified | 0 |
| DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition | Nov 15, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction | Nov 11, 2022 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding | Nov 10, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF | Nov 9, 2022 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Active Learning with Tabular Language Models | Nov 8, 2022 | Active LearningComputational Efficiency | —Unverified | 0 |
| ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications | Nov 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Prompt-Based Metric Learning for Few-Shot NER | Nov 8, 2022 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| Named Entity Recognition in Indian court judgments | Nov 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition | Nov 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |