| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Augmenting Data with Mixup for Sentence Classification: An Empirical Study | May 22, 2019 | ClassificationData Augmentation | CodeCode Available | 0 |
| PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text | Oct 22, 2022 | ArticlesNamed Entity Recognition | CodeCode Available | 0 |
| Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning | Jul 24, 2024 | Anomaly DetectionIn-Context Learning | CodeCode Available | 0 |
| What you can cram into a single vector: Probing sentence embeddings for linguistic properties | May 3, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| Voice@SRIB at SemEval-2020 Task 9 and 12: Stacked Ensembling method for Sentiment and Offensiveness detection in Social Media | Jul 20, 2020 | Machine TranslationSentence | CodeCode Available | 0 |
| Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution Approach | Jun 28, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference | Nov 5, 2022 | Language ModellingNatural Language Inference | CodeCode Available | 0 |
| Posterior Calibrated Training on Sentence Classification Tasks | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| An Attention-Gated Convolutional Neural Network for Sentence Classification | Aug 22, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Counterfactual Adversarial Learning with Representation Interpolation | Sep 10, 2021 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| Pretrained Language Models for Sequential Sentence Classification | Sep 9, 2019 | ClassificationGeneral 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 |
| CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations | Apr 30, 2020 | Change DetectionSentence | CodeCode Available | 0 |
| PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI | Dec 19, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Oct 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution | Sep 21, 2016 | Authorship AttributionSentence | CodeCode Available | 0 |
| An Approach for Process Model Extraction By Multi-Grained Text Classification | May 16, 2019 | General ClassificationManagement | CodeCode Available | 0 |
| MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model | Sep 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions | Aug 27, 2021 | Question AnsweringSentence | CodeCode Available | 0 |
| Measuring the Evolution of a Scientific Field through Citation Frames | Jan 1, 2018 | Citation Intent ClassificationSentence Classification | CodeCode Available | 0 |
| Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question Answering | Sep 5, 2022 | Question AnsweringRe-Ranking | CodeCode Available | 0 |
| Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks | Jan 5, 2025 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 |
| Word Embedding Perturbation for Sentence Classification | Apr 22, 2018 | ClassificationData Augmentation | CodeCode Available | 0 |
