| ReXVQA: A Large-scale Visual Question Answering Benchmark for Generalist Chest X-ray Understanding | Jun 4, 2025 | NegationNegation Detection | —Unverified | 0 |
| Beyond Negation Detection: Comprehensive Assertion Detection Models for Clinical NLP | Mar 21, 2025 | Domain AdaptationNegation | —Unverified | 0 |
| Revisiting subword tokenization: A case study on affixal negation in large language models | Apr 3, 2024 | NegationNegation Detection | —Unverified | 0 |
| Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking | Jul 1, 2023 | Descriptivenamed-entity-recognition | —Unverified | 0 |
| A negation detection assessment of GPTs: analysis with the xNot360 dataset | Jun 29, 2023 | Natural Language UnderstandingNegation | —Unverified | 0 |
| A Semantic Approach to Negation Detection and Word Disambiguation with Natural Language Processing | Feb 5, 2023 | NegationNegation Detection | —Unverified | 0 |
| Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods | Sep 1, 2022 | Information RetrievalNegation | CodeCode Available | 0 |
| Negation Detection in Dutch Spoken Human-Computer Conversations | Jun 1, 2022 | Natural Language UnderstandingNegation | —Unverified | 0 |
| Improving negation detection with negation-focused pre-training | May 9, 2022 | Data AugmentationDiversity | —Unverified | 0 |
| Radiology Text Analysis System (RadText): Architecture and Evaluation | Mar 19, 2022 | De-identificationnamed-entity-recognition | CodeCode Available | 1 |
| Improving negation detection with negation-focused pre-training | Jan 16, 2022 | Data AugmentationDiversity | —Unverified | 0 |
| Flat and Nested Negation and Uncertainty Detection with PubMed BERT | Dec 17, 2021 | Multi-class ClassificationNegation | —Unverified | 0 |
| NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations | Sep 21, 2021 | NegationNegation Detection | CodeCode Available | 0 |
| Scope resolution of predicted negation cues: A two-step neural network-based approach | Sep 15, 2021 | NegationNegation Detection | —Unverified | 0 |
| MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation | Aug 1, 2021 | Domain AdaptationNegation | —Unverified | 0 |
| The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation | Aug 1, 2021 | Active LearningData Augmentation | —Unverified | 0 |
| SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing | Aug 1, 2021 | Domain AdaptationNegation | CodeCode Available | 0 |
| IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes | Aug 1, 2021 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain | Jun 1, 2021 | NegationNegation Detection | —Unverified | 0 |
| Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. | Jun 1, 2021 | Machine TranslationNegation | —Unverified | 0 |
| Domain adaptation in practice: Lessons from a real-world information extraction pipeline | Apr 1, 2021 | Domain AdaptationLink Prediction | —Unverified | 0 |
| Automatic Extraction of Ranked SNP-Phenotype Associations from Literature through Detecting Neural Candidates, Negation and Modality Markers | Dec 2, 2020 | NegationNegation Detection | —Unverified | 0 |
| Multitask Learning of Negation and Speculation using Transformers | Nov 20, 2020 | NegationNegation and Speculation Scope resolution | CodeCode Available | 0 |
| Not a cute stroke: Analysis of Rule- and Neural Network-based Information Extraction Systems for Brain Radiology Reports | Nov 1, 2020 | Multi-Task LearningNegation | CodeCode Available | 1 |
| Negation Detection for Clinical Text Mining in Russian | Apr 10, 2020 | BIG-bench Machine LearningNegation | —Unverified | 0 |
| Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification | Feb 29, 2020 | NegationNegation Detection | CodeCode Available | 1 |
| Resolving the Scope of Speculation and Negation using Transformer-Based Architectures | Jan 9, 2020 | Biomedical Information RetrievalInformation Retrieval | CodeCode Available | 0 |
| NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution | Nov 11, 2019 | NegationNegation and Speculation Cue Detection | CodeCode Available | 0 |
| Speculation and Negation detection in French biomedical corpora | Sep 1, 2019 | NegationNegation Detection | —Unverified | 0 |
| A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic | Jul 5, 2019 | Natural Language InferenceNegation | —Unverified | 0 |
| Joint Entity Extraction and Assertion Detection for Clinical Text | Dec 13, 2018 | DecoderEntity Extraction using GAN | —Unverified | 0 |
| Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning | Nov 29, 2018 | Entity Extraction using GANMortality Prediction | —Unverified | 0 |
| HPI-DHC at TREC 2018 Precision Medicine Track | Nov 14, 2018 | ArticlesDocument Classification | CodeCode Available | 1 |
| Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detection | Aug 1, 2018 | General ClassificationNegation | —Unverified | 0 |
| NegPar: A parallel corpus annotated for negation | May 1, 2018 | Machine TranslationNegation | —Unverified | 0 |
| Unsupervised Domain Adaptation for Clinical Negation Detection | Aug 1, 2017 | Domain AdaptationNegation | —Unverified | 0 |
| Annotation of negation in the IULA Spanish Clinical Record Corpus | Apr 1, 2017 | Medical DiagnosisNegation | —Unverified | 0 |
| An open-source tool for negation detection: a maximum-margin approach | Apr 1, 2017 | General ClassificationNegation | —Unverified | 0 |
| Problematic Cases in the Annotation of Negation in Spanish | Dec 1, 2016 | NegationNegation Detection | —Unverified | 0 |
| Negation Detection in Clinical Reports Written in German | Dec 1, 2016 | Named Entity Recognition (NER)Negation | —Unverified | 0 |
| Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks | Sep 27, 2016 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Syntactic methods for negation detection in radiology reports in Spanish | Aug 1, 2016 | NegationNegation Detection | —Unverified | 0 |
| Don't Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records | Jun 1, 2016 | NegationNegation Detection | CodeCode Available | 0 |
| SERGIOJIMENEZ at SemEval-2016 Task 1: Effectively Combining Paraphrase Database, String Matching, WordNet, and Word Embedding for Semantic Textual Similarity | Jun 1, 2016 | Negation DetectionSemantic Textual Similarity | —Unverified | 0 |
| Negation Scope Detection for Twitter Sentiment Analysis | Sep 1, 2015 | NegationNegation Detection | —Unverified | 0 |
| Extending NegEx with Kernel Methods for Negation Detection in Clinical Text | Jun 1, 2015 | Information RetrievalNegation | —Unverified | 0 |
| SWATAC: A Sentiment Analyzer using One-Vs-Rest Logistic Regression | Jun 1, 2015 | Negation Detectionregression | —Unverified | 0 |
| Learning Structures of Negations from Flat Annotations | Jun 1, 2015 | Information RetrievalNegation Detection | —Unverified | 0 |
| Exploiting the Scope of Negations and Heterogeneous Features for Relation Extraction: A Case Study for Drug-Drug Interaction Extraction | Jun 1, 2013 | Drug–drug Interaction ExtractionNegation Detection | —Unverified | 0 |
| Negation Scope Delimitation in Clinical Text Using Three Approaches: NegEx, PyConTextNLP and SynNeg | May 1, 2013 | NegationNegation Detection | —Unverified | 0 |