| Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks | Sep 1, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition | Dec 7, 2022 | Cross-Lingual NERDomain Adaptation | CodeCode Available | 0 |
| Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling | Oct 27, 2022 | Chinese Named Entity RecognitionChinese Word Segmentation | CodeCode Available | 0 |
| WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition | Apr 8, 2023 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 |
| Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations | Feb 2, 2024 | Key Information Extractionnamed-entity-recognition | CodeCode Available | 0 |
| A Russian Jeopardy! Data Set for Question-Answering Systems | Dec 4, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Building a Kannada POS Tagger Using Machine Learning and Neural Network Models | Aug 9, 2018 | BIG-bench Machine LearningDependency Parsing | CodeCode Available | 0 |
| BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer | Apr 19, 2023 | Dependency ParsingExtractive Question-Answering | CodeCode Available | 0 |
| Did You Enjoy the Last Supper? An Experimental Study on Cross-Domain NER Models for the Art Domain | Dec 1, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| Dice Loss for Data-imbalanced NLP Tasks | Nov 7, 2019 | Chinese Named Entity RecognitionMachine Reading Comprehension | CodeCode Available | 0 |
| A Resource-Light Method for Cross-Lingual Semantic Textual Similarity | Jan 19, 2018 | Cross-Lingual Information RetrievalCross-Lingual Semantic Textual Similarity | CodeCode Available | 0 |
| 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 |
| Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text | Jun 1, 2019 | Entity LinkingImplicit Relations | CodeCode Available | 0 |
| Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 | Oct 8, 2019 | Binary Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
| Linking Health News to Research Literature | Jul 14, 2021 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty | Feb 16, 2024 | In-Context LearningInformation Retrieval | CodeCode Available | 0 |
| Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval | Oct 24, 2024 | Information Retrievalnamed-entity-recognition | CodeCode Available | 0 |
| A Boundary Regression Model for Nested Named Entity Recognition | Nov 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| LINSPECTOR: Multilingual Probing Tasks for Word Representations | Mar 22, 2019 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations | Jul 26, 2019 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| Exploring the Value of Pre-trained Language Models for Clinical Named Entity Recognition | Oct 23, 2022 | Language Modellingnamed-entity-recognition | CodeCode Available | 0 |
| Transformer-Based Named Entity Recognition for Automated Server Provisioning | Apr 1, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters | Jul 1, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit | Oct 14, 2023 | Constituency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| A Multi-Task Approach for Improving Biomedical Named Entity Recognition by Incorporating Multi-Granularity information | Aug 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |