| UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction | Oct 7, 2021 | token-classificationToken Classification | CodeCode Available | 0 | 5 |
| What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs | Apr 10, 2024 | In-Context Learningtoken-classification | CodeCode Available | 0 | 5 |
| Embedded Named Entity Recognition using Probing Classifiers | Mar 18, 2024 | DecoderFact Checking | CodeCode Available | 0 | 5 |
| YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective | Aug 1, 2021 | Sentencetoken-classification | CodeCode Available | 0 | 5 |
| Lazy-k: Decoding for Constrained Token Classification | Dec 6, 2023 | ClassificationStructured Prediction | CodeCode Available | 0 | 5 |
| Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection | Aug 1, 2021 | ClassificationLanguage Modeling | CodeCode Available | 0 | 5 |
| Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction | Dec 18, 2023 | Entity EmbeddingsLanguage Modeling | CodeCode Available | 0 | 5 |
| MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques Identification | Aug 8, 2024 | Propaganda detectiontoken-classification | CodeCode Available | 0 | 5 |
| Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts dataset | Mar 18, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Evaluating Shortest Edit Script Methods for Contextual Lemmatization | Mar 25, 2024 | LEMMALemmatization | CodeCode Available | 0 | 5 |
| NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity Recognition | Jul 1, 2022 | Decodernamed-entity-recognition | CodeCode Available | 0 | 5 |
| Common-Knowledge Concept Recognition for SEVA | Mar 26, 2020 | Entity Extraction using GANgraph construction | CodeCode Available | 0 | 5 |
| One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer | Oct 16, 2023 | AllCross-Lingual Transfer | CodeCode Available | 0 | 5 |
| Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging | May 26, 2023 | Cross-Lingual TransferModel Selection | CodeCode Available | 0 | 5 |
| POS-tagging to highlight the skeletal structure of sentences | Nov 21, 2024 | Machine TranslationMorphological Analysis | CodeCode Available | 0 | 5 |
| Counterfactual Detection meets Transfer Learning | May 27, 2020 | Binary Classificationcounterfactual | CodeCode Available | 0 | 5 |
| Acquiring Bidirectionality via Large and Small Language Models | Aug 19, 2024 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 | 5 |
| GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and Stereotypes | Oct 10, 2024 | Bias Detectiontoken-classification | CodeCode Available | 0 | 5 |
| Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation Models | Jul 4, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| Technical Report: Impact of Position Bias on Language Models in Token Classification | Apr 26, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Detecting Label Errors in Token Classification Data | Oct 8, 2022 | General ClassificationToken Classification | CodeCode Available | 0 | 5 |
| TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning | Sep 19, 2024 | Code SummarizationComputational Efficiency | —Unverified | 0 | 0 |
| The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts | Aug 31, 2024 | document understandingtoken-classification | —Unverified | 0 | 0 |
| Token Classification for Disambiguating Medical Abbreviations | Oct 5, 2022 | Classificationtext-classification | —Unverified | 0 | 0 |
| Tradeoffs in Resampling and Filtering for Imbalanced Classification | Aug 31, 2022 | Classificationimbalanced classification | —Unverified | 0 | 0 |