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| AutoTrain: No-code training for state-of-the-art models | Oct 21, 2024 | Classificationimage-classification | CodeCode Available | 7 |
| LettuceDetect: A Hallucination Detection Framework for RAG Applications | Feb 24, 2025 | 8kGPU | CodeCode Available | 4 |
| Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation | Feb 27, 2025 | Image Generationtoken-classification | CodeCode Available | 3 |
| VNLP: Turkish NLP Package | Mar 2, 2024 | Morphological Analysisnamed-entity-recognition | CodeCode Available | 2 |
| NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques | Feb 24, 2021 | NERtoken-classification | CodeCode Available | 1 |
| WangchanBERTa: Pretraining transformer-based Thai Language Models | Jan 24, 2021 | ArticlesLanguage Modelling | CodeCode Available | 1 |
| Label Supervised LLaMA Finetuning | Oct 2, 2023 | GPUnamed-entity-recognition | CodeCode Available | 1 |
| Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking | Mar 11, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter | Oct 10, 2022 | Misinformationtoken-classification | CodeCode Available | 1 |
| VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups | Jun 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors | Sep 27, 2022 | token-classificationToken Classification | CodeCode Available | 1 |
| Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation | Jul 2, 2021 | token-classificationToken Classification | CodeCode Available | 1 |
| General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining | Mar 21, 2022 | Domain Adaptationtoken-classification | CodeCode Available | 1 |
| BERT got a Date: Introducing Transformers to Temporal Tagging | Sep 30, 2021 | ClassificationDecoder | CodeCode Available | 1 |
| Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | Oct 17, 2023 | Entity LinkingKey Information Extraction | CodeCode Available | 1 |
| From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot Contexts | May 5, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| On Long-Tailed Phenomena in Neural Machine Translation | Oct 10, 2020 | Conditional Text GenerationMachine Translation | CodeCode Available | 1 |
| Detecting Spells in Fantasy Literature with a Transformer Based Artificial Intelligence | Aug 7, 2023 | token-classificationToken Classification | —Unverified | 0 |
| A Bit Bayesian Facilitates Efficient Training in Token Classification | Nov 16, 2021 | Classificationtoken-classification | —Unverified | 0 |
| Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need | Jan 9, 2024 | AllArabic Text Diacritization | —Unverified | 0 |
| Bangla Grammatical Error Detection Leveraging Transformer-based Token Classification | Nov 13, 2024 | Grammatical Error Detectiontoken-classification | —Unverified | 0 |
| BEADs: Bias Evaluation Across Domains | Jun 6, 2024 | BenchmarkingBias Detection | —Unverified | 0 |
| BERT got a Date: Introducing Transformers to Temporal Tagging | Nov 16, 2021 | ClassificationDecoder | —Unverified | 0 |
| BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation | Oct 13, 2024 | Natural Language Understandingparameter-efficient fine-tuning | —Unverified | 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 |
| Combining resources for MWE-token classification | Jul 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Comparing Variation in Tokenizer Outputs Using a Series of Problematic and Challenging Biomedical Sentences | May 15, 2023 | Sentencetoken-classification | —Unverified | 0 |
| Comparison Study Between Token Classification and Sequence Classification In Text Classification | Nov 25, 2022 | ClassificationLanguage Modeling | —Unverified | 0 |
| Data Cleaning Tools for Token Classification Tasks | Jun 1, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective | Aug 18, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| ECSpell^UD: Zero-shot Domain Adaptive Chinese Spelling Check with User Dictionary | Nov 16, 2021 | Domain Adaptationtoken-classification | —Unverified | 0 |
| Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text | Nov 23, 2020 | Language IdentificationSentence | —Unverified | 0 |
| Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models | Aug 22, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| John_Snow_Labs@SMM4H’22: Social Media Mining for Health (#SMM4H) with Spark NLP | Oct 1, 2022 | ClassificationGPU | —Unverified | 0 |
| Learning the Language of NVMe Streams for Ransomware Detection | Feb 7, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification | Jul 1, 2022 | Classificationtoken-classification | —Unverified | 0 |
| Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication | Jul 11, 2024 | token-classificationToken Classification | —Unverified | 0 |
| MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores | Apr 23, 2025 | Long-Context Understandingtoken-classification | —Unverified | 0 |
| Multimodal Document Analytics for Banking Process Automation | Jul 21, 2023 | token-classificationToken Classification | —Unverified | 0 |
| MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NBIAS: A Natural Language Processing Framework for Bias Identification in Text | Aug 3, 2023 | token-classificationToken Classification | —Unverified | 0 |
| Nested Named Entity Recognition as Single-Pass Sequence Labeling | May 22, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts | May 26, 2023 | Information Retrievalnamed-entity-recognition | —Unverified | 0 |
| Persian Typographical Error Type Detection Using Deep Neural Networks on Algorithmically-Generated Misspellings | May 19, 2023 | Spelling Correctiontoken-classification | —Unverified | 0 |
| Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition | Sep 5, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Instruction Fine-Tuning: Does Prompt Loss Matter? | Jan 24, 2024 | Multiple-choicetoken-classification | —Unverified | 0 |
| Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification | May 1, 2022 | NERtoken-classification | —Unverified | 0 |
| Revisiting Supertagging for Faster HPSG Pasing | Sep 14, 2023 | token-classificationToken Classification | —Unverified | 0 |
| Robust and Fine-Grained Detection of AI Generated Texts | Apr 16, 2025 | token-classificationToken Classification | —Unverified | 0 |