| Transfer-Free Data-Efficient Multilingual Slot Labeling | May 22, 2023 | Contrastive LearningCross-Lingual Transfer | —Unverified | 0 | 0 |
| UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer | Apr 28, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Utilizing coarse-grained data in low-data settings for event extraction | May 11, 2022 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text | Apr 1, 2024 | Boundary DetectionText Detection | —Unverified | 0 | 0 |
| A Bit Bayesian Facilitates Efficient Training in Token Classification | Nov 16, 2021 | Classificationtoken-classification | —Unverified | 0 | 0 |
| Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need | Jan 9, 2024 | AllArabic Text Diacritization | —Unverified | 0 | 0 |
| Bangla Grammatical Error Detection Leveraging Transformer-based Token Classification | Nov 13, 2024 | Grammatical Error Detectiontoken-classification | —Unverified | 0 | 0 |
| BEADs: Bias Evaluation Across Domains | Jun 6, 2024 | BenchmarkingBias Detection | —Unverified | 0 | 0 |
| BERT got a Date: Introducing Transformers to Temporal Tagging | Nov 16, 2021 | ClassificationDecoder | —Unverified | 0 | 0 |
| BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation | Oct 13, 2024 | Natural Language Understandingparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation | Oct 1, 2024 | DescriptiveInductive Bias | —Unverified | 0 | 0 |
| Combining resources for MWE-token classification | Jul 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Comparing Variation in Tokenizer Outputs Using a Series of Problematic and Challenging Biomedical Sentences | May 15, 2023 | Sentencetoken-classification | —Unverified | 0 | 0 |
| Comparison Study Between Token Classification and Sequence Classification In Text Classification | Nov 25, 2022 | ClassificationLanguage Modeling | —Unverified | 0 | 0 |
| Data Cleaning Tools for Token Classification Tasks | Jun 1, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 | 0 |
| De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective | Aug 18, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 | 0 |
| Detecting Spells in Fantasy Literature with a Transformer Based Artificial Intelligence | Aug 7, 2023 | token-classificationToken Classification | —Unverified | 0 | 0 |
| ECSpell^UD: Zero-shot Domain Adaptive Chinese Spelling Check with User Dictionary | Nov 16, 2021 | Domain Adaptationtoken-classification | —Unverified | 0 | 0 |
| Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text | Nov 23, 2020 | Language IdentificationSentence | —Unverified | 0 | 0 |
| Event Extraction for Portuguese: A QA-driven Approach using ACE-2005 | Aug 29, 2024 | Event ExtractionInformation Retrieval | —Unverified | 0 | 0 |
| Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis | Apr 9, 2024 | Cross-Lingual TransferEvent Extraction | —Unverified | 0 | 0 |
| A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification | May 17, 2024 | AttributeNER | —Unverified | 0 | 0 |
| GHOST at SemEval-2021 Task 5: Is explanation all you need? | Aug 1, 2021 | AllBinary Classification | —Unverified | 0 | 0 |
| GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian | Dec 29, 2024 | Information RetrievalLEMMA | —Unverified | 0 | 0 |
| Idiom Token Classification using Sentential Distributed Semantics | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 | 0 |