| BERTweet: A pre-trained language model for English Tweets | May 20, 2020 | Language ModelingLanguage Modelling | 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 |
| Code and Named Entity Recognition in StackOverflow | May 4, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors | May 9, 2023 | Code GenerationFew-Shot Learning | CodeCode Available | 1 |
| SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation | Jul 29, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Computationally Efficient NER Taggers with Combined Embeddings and Constrained Decoding | Jan 5, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Finnish News Corpus for Named Entity Recognition | Aug 12, 2019 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning | Sep 15, 2021 | Contrastive LearningFew-shot NER | CodeCode Available | 1 |
| An Empirical Study of Pre-trained Transformers for Arabic Information Extraction | Apr 30, 2020 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 1 |
| A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection | Nov 2, 2016 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| CrossNER: Evaluating Cross-Domain Named Entity Recognition | Dec 8, 2020 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 1 |
| CyNER: A Python Library for Cybersecurity Named Entity Recognition | Apr 8, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing | Sep 27, 2022 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documents | Jul 12, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 1 |
| A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets | Apr 19, 2022 | Dialogue Act ClassificationDialogue Understanding | CodeCode Available | 1 |
| De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention | Jun 17, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Deep Active Learning for Named Entity Recognition | Jul 19, 2017 | Active LearningDecoder | CodeCode Available | 1 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| Detecting Potential Topics In News Using BERT, CRF and Wikipedia | Feb 26, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Developing a Named Entity Recognition Dataset for Tagalog | Nov 13, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries | Mar 13, 2023 | Music Recommendationnamed-entity-recognition | CodeCode Available | 1 |
| DiffusionNER: Boundary Diffusion for Named Entity Recognition | May 22, 2023 | Chinese Named Entity RecognitionDenoising | CodeCode Available | 1 |
| A Sequence-to-Set Network for Nested Named Entity Recognition | May 19, 2021 | Decodernamed-entity-recognition | CodeCode Available | 1 |
| Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning | Mar 3, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Dataset of German Legal Documents for Named Entity Recognition | Mar 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
