| SeqAttack: On Adversarial Attacks for Named Entity Recognition | Nov 1, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization | Nov 1, 2021 | Lexical Normalizationtoken-classification | —Unverified | 0 |
| Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding | Oct 8, 2022 | token-classificationToken Classification | —Unverified | 0 |
| TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning | Sep 19, 2024 | Code SummarizationComputational Efficiency | —Unverified | 0 |
| The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts | Aug 31, 2024 | document understandingtoken-classification | —Unverified | 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 |
| Token Classification for Disambiguating Medical Abbreviations | Oct 5, 2022 | Classificationtext-classification | —Unverified | 0 |
| Tradeoffs in Resampling and Filtering for Imbalanced Classification | Aug 31, 2022 | Classificationimbalanced classification | —Unverified | 0 |
| Transfer-Free Data-Efficient Multilingual Slot Labeling | May 22, 2023 | Contrastive LearningCross-Lingual Transfer | —Unverified | 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 |
| Utilizing coarse-grained data in low-data settings for event extraction | May 11, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Event Extraction for Portuguese: A QA-driven Approach using ACE-2005 | Aug 29, 2024 | Event ExtractionInformation Retrieval | —Unverified | 0 |
| Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis | Apr 9, 2024 | Cross-Lingual TransferEvent Extraction | —Unverified | 0 |
| A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification | May 17, 2024 | AttributeNER | —Unverified | 0 |
| GHOST at SemEval-2021 Task 5: Is explanation all you need? | Aug 1, 2021 | AllBinary Classification | —Unverified | 0 |
| GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian | Dec 29, 2024 | Information RetrievalLEMMA | —Unverified | 0 |
| Idiom Token Classification using Sentential Distributed Semantics | Aug 1, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain | Mar 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Applicability of Deep Learning based Token Classification models during Training | Mar 28, 2025 | document understandingtoken-classification | —Unverified | 0 |
| In-Context Learning on a Budget: A Case Study in Token Classification | Jun 19, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| Information Extraction from Documents: Question Answering vs Token Classification in real-world setups | Apr 21, 2023 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Evaluating Shortest Edit Script Methods for Contextual Lemmatization | Mar 25, 2024 | LEMMALemmatization | CodeCode Available | 0 |
| MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques Identification | Aug 8, 2024 | Propaganda detectiontoken-classification | CodeCode Available | 0 |
| Common-Knowledge Concept Recognition for SEVA | Mar 26, 2020 | Entity Extraction using GANgraph construction | CodeCode Available | 0 |
| Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging | May 26, 2023 | Cross-Lingual TransferModel Selection | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
| NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity Recognition | Jul 1, 2022 | Decodernamed-entity-recognition | CodeCode Available | 0 |
| GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and Stereotypes | Oct 10, 2024 | Bias Detectiontoken-classification | CodeCode Available | 0 |
| 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 |
| Retrieval Augmented Generation using Engineering Design Knowledge | Jul 13, 2023 | Common Sense ReasoningEdge Classification | CodeCode Available | 0 |
| Technical Report: Impact of Position Bias on Language Models in Token Classification | Apr 26, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| 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 |
| Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction | Dec 18, 2023 | Entity EmbeddingsLanguage Modeling | CodeCode Available | 0 |
| 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 |
| Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection | Aug 1, 2021 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| Indic-Transformers: An Analysis of Transformer Language Models for Indian Languages | Nov 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Counterfactual Detection meets Transfer Learning | May 27, 2020 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| ChuLo: Chunk-Level Key Information Representation for Long Document Processing | Oct 14, 2024 | ChunkingClassification | CodeCode Available | 0 |
| Embedded Named Entity Recognition using Probing Classifiers | Mar 18, 2024 | DecoderFact Checking | CodeCode Available | 0 |
| Acquiring Bidirectionality via Large and Small Language Models | Aug 19, 2024 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 0 |
| Domino at FinCausal 2020, Task 1 and 2: Causal Extraction System | Dec 1, 2020 | Information RetrievalQuestion Answering | CodeCode Available | 0 |
| Lazy-k: Decoding for Constrained Token Classification | Dec 6, 2023 | ClassificationStructured Prediction | CodeCode Available | 0 |
| POS-tagging to highlight the skeletal structure of sentences | Nov 21, 2024 | Machine TranslationMorphological Analysis | CodeCode Available | 0 |
| Leveraging Encoder-only Large Language Models for Mobile App Review Feature Extraction | Aug 2, 2024 | Sentiment Analysistoken-classification | CodeCode Available | 0 |
| ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event Datasets | Jan 16, 2023 | ClassificationDocument Classification | CodeCode Available | 0 |
| Detecting Label Errors in Token Classification Data | Oct 8, 2022 | General ClassificationToken Classification | CodeCode Available | 0 |
| The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks | May 15, 2025 | Cross-Lingual Transfertoken-classification | CodeCode Available | 0 |