| Can Data Diversity Enhance Learning Generalization? | Oct 1, 2022 | DiversityDomain Adaptation | —Unverified | 0 |
| Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MRC-based Medical NER with Multi-task Learning and Multi-strategies | Oct 1, 2022 | Boundary DetectionDecoder | —Unverified | 0 |
| Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| “Kanglish alli names!” Named Entity Recognition for Kannada-English Code-Mixed Social Media Data | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing | Oct 1, 2022 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Romanian micro-blogging named entity recognition including health-related entities | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition | Oct 1, 2022 | Cross-Lingual TransferMultilingual text classification | CodeCode Available | 0 |
| Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition | Oct 1, 2022 | Chinese Named Entity RecognitionMachine Translation | —Unverified | 0 |
| 古汉语嵌套命名实体识别数据集的构建和应用研究(Construction and application of classical Chinese nested named entity recognition data set) | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition | Oct 1, 2022 | Cross-Domain Named Entity RecognitionMachine Reading Comprehension | CodeCode Available | 0 |
| NLP-CIC-WFU at SocialDisNER: Disease Mention Extraction in Spanish Tweets Using Transfer Learning and Search by Propagation | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling | Oct 1, 2022 | Continual LearningCross-Lingual Transfer | CodeCode Available | 0 |
| A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products | Oct 1, 2022 | Attributeintent-classification | CodeCode Available | 0 |
| A Multi-Gate Encoder for Joint Entity and Relation Extraction | Oct 1, 2022 | Joint Entity and Relation Extractionnamed-entity-recognition | —Unverified | 0 |
| A Data-driven Approach to Named Entity Recognition for Early Modern French | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Adaptive Threshold Selective Self-Attention for Chinese NER | Oct 1, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| READ-BioMed@SocialDisNER: Adaptation of an Annotation System to Spanish Tweets | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| War and Pieces: Comparing Perspectives About World War I and II Across Wikipedia Language Communities | Oct 1, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines. | Oct 1, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| FRE at SocialDisNER: Joint Learning of Language Models for Named Entity Recognition | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Large Sequence Representation Learning via Multi-Stage Latent Transformers | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition in Industrial Tables using Tabular Language Models | Sep 29, 2022 | Data AugmentationInductive Bias | —Unverified | 0 |
| DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing | Sep 29, 2022 | DiagnosticNamed Entity Recognition | —Unverified | 0 |
| How to tackle an emerging topic? Combining strong and weak labels for Covid news NER | Sep 29, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts | Sep 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking | Sep 27, 2022 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| CLaCLab at SocialDisNER: Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish Tweets | Sep 8, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Domain Adaptation from Scratch | Sep 2, 2022 | Active LearningDomain Adaptation | CodeCode Available | 0 |
| Razmecheno: Named Entity Recognition from Digital Archive of Diaries “Prozhito” | Sep 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DeepCon: An End-to-End Multilingual Toolkit for Automatic Minuting of Multi-Party Dialogues | Sep 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Application of Data Encryption in Chinese Named Entity Recognition | Aug 31, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks | Aug 31, 2022 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| NEAR: Named Entity and Attribute Recognition of clinical concepts | Aug 30, 2022 | Attributenamed-entity-recognition | —Unverified | 0 |
| MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition | Aug 30, 2022 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Flat Multi-modal Interaction Transformer for Named Entity Recognition | Aug 23, 2022 | Boundary DetectionMulti-modal Named Entity Recognition | —Unverified | 0 |
| A Sequence Tagging based Framework for Few-Shot Relation Extraction | Aug 17, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes | Aug 17, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Temporal Concept Drift and Alignment: An empirical approach to comparing Knowledge Organization Systems over time | Aug 16, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Syntax-driven Data Augmentation for Named Entity Recognition | Aug 15, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| The Impact of Data Corruption on Named Entity Recognition for Low-resourced Languages | Aug 9, 2022 | Missing Labelsnamed-entity-recognition | —Unverified | 0 |
| SciAnnotate: A Tool for Integrating Weak Labeling Sources for Sequence Labeling | Aug 7, 2022 | Denoisingnamed-entity-recognition | CodeCode Available | 0 |
| A Noise-Robust Loss for Unlabeled Entity Problem in Named Entity Recognition | Aug 5, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Global Pointer: Novel Efficient Span-based Approach for Named Entity Recognition | Aug 5, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports | Aug 3, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training | Jul 8, 2022 | Dialogue State Trackingnamed-entity-recognition | —Unverified | 0 |
| Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition | Jul 7, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| AsNER -- Annotated Dataset and Baseline for Assamese Named Entity recognition | Jul 7, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Rethinking the Value of Gazetteer in Chinese Named Entity Recognition | Jul 6, 2022 | Boundary DetectionChinese Named Entity Recognition | CodeCode Available | 0 |