| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| KinyaBERT: a Morphology-aware Kinyarwanda Language Model | Mar 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| KLUE: Korean Language Understanding Evaluation | May 20, 2021 | Dependency ParsingDialogue State Tracking | CodeCode Available | 1 |
| kNN-NER: Named Entity Recognition with Nearest Neighbor Search | Mar 31, 2022 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 1 |
| KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents | Oct 17, 2022 | BenchmarkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors | Oct 18, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 1 |
| BERTje: A Dutch BERT Model | Dec 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Label Supervised LLaMA Finetuning | Oct 2, 2023 | GPUnamed-entity-recognition | CodeCode Available | 1 |
| Advances of Transformer-Based Models for News Headline Generation | Jul 9, 2020 | Headline Generationnamed-entity-recognition | CodeCode Available | 1 |
| Learning Rich Representation of Keyphrases from Text | Dec 16, 2021 | Abstractive Text SummarizationKeyphrase Extraction | CodeCode Available | 1 |
| An Analysis of Simple Data Augmentation for Named Entity Recognition | Oct 22, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models | Dec 13, 2023 | Class Incremental LearningIncremental Learning | CodeCode Available | 1 |
| Lightweight Transformers for Clinical Natural Language Processing | Feb 9, 2023 | Continual LearningKnowledge Distillation | CodeCode Available | 1 |
| Autoregressive Structured Prediction with Language Models | Oct 26, 2022 | Coreference ResolutionNamed Entity Recognition | CodeCode Available | 1 |
| LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition | Feb 15, 2024 | Grounded Multimodal Named Entity RecognitionMulti-modal Named Entity Recognition | CodeCode Available | 1 |
| Local Additivity Based Data Augmentation for Semi-supervised NER | Oct 4, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning | Nov 30, 2022 | AllMulti-Task Learning | CodeCode Available | 1 |
| Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks | Oct 11, 2021 | Constituency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| MarkBERT: Marking Word Boundaries Improves Chinese BERT | Nov 16, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| MasakhaNER: Named Entity Recognition for African Languages | Mar 22, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Advancing Hungarian Text Processing with HuSpaCy: Efficient and Accurate NLP Pipelines | Aug 24, 2023 | AllBoundary Detection | CodeCode Available | 1 |
| MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction | Sep 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition | Jul 12, 2021 | BenchmarkingChinese Named Entity Recognition | CodeCode Available | 1 |
| Med7: a transferable clinical natural language processing model for electronic health records | Mar 3, 2020 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning | Apr 16, 2021 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 1 |
| METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets | Sep 28, 2022 | Epidemiologynamed-entity-recognition | CodeCode Available | 1 |
| MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility Domain | Aug 16, 2021 | Entity LinkingMulti-Task Learning | CodeCode Available | 1 |
| MOFI: Learning Image Representations from Noisy Entity Annotated Images | Jun 13, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Boundary Smoothing for Named Entity Recognition | Apr 26, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| ANEA: Distant Supervision for Low-Resource Named Entity Recognition | Feb 25, 2021 | Low Resource Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Multimodal LLMs for OCR, OCR Post-Correction, and Named Entity Recognition in Historical Documents | Apr 1, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Can images help recognize entities? A study of the role of images for Multimodal NER | Oct 23, 2020 | Image Captioningnamed-entity-recognition | CodeCode Available | 1 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Beheshti-NER: Persian Named Entity Recognition Using BERT | Mar 19, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Named Entity Recognition for Social Media Texts with Semantic Augmentation | Oct 29, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT | May 19, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 |
| An Effective Transition-based Model for Discontinuous NER | Apr 28, 2020 | modelnamed-entity-recognition | CodeCode Available | 1 |
| Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data | Jun 16, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| NEREL: A Russian Dataset with Nested Named Entities, Relations and Events | Aug 30, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval | Oct 22, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition | Aug 9, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Better Feature Integration for Named Entity Recognition | Apr 12, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Neural Modeling for Named Entities and Morphology (NEMO^2) | Jul 30, 2020 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 1 |
| newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification | Jul 21, 2020 | ArticlesClassification | CodeCode Available | 1 |
| Actionable Entities Recognition Benchmark for Interactive Fiction | Sep 28, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition | May 26, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning | May 9, 2024 | Common Sense Reasoningnamed-entity-recognition | CodeCode Available | 1 |
| CMNER: A Chinese Multimodal NER Dataset based on Social Media | Feb 21, 2024 | Miscellaneousnamed-entity-recognition | CodeCode Available | 1 |
