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| 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 | 5 |
| CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations | Apr 30, 2020 | Change DetectionSentence | CodeCode Available | 0 | 5 |
| A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification | Oct 13, 2015 | General ClassificationSensitivity | CodeCode Available | 0 | 5 |
| PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text | Oct 22, 2022 | ArticlesNamed Entity Recognition | CodeCode Available | 0 | 5 |
| On Dimensional Linguistic Properties of the Word Embedding Space | Oct 5, 2019 | Machine TranslationSentence | CodeCode Available | 0 | 5 |
| EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection | Aug 19, 2018 | Fake News DetectionSentence Classification | CodeCode Available | 0 | 5 |
| Neural Tree Indexers for Text Understanding | Jul 15, 2016 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition | Aug 16, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution Approach | Jun 28, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 | 5 |
| Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition | Jun 28, 2023 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 0 | 5 |
| TextCNN with Attention for Text Classification | Aug 4, 2021 | ClassificationNetwork Embedding | CodeCode Available | 0 | 5 |
| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 | 5 |
| Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains | Nov 15, 2023 | counterfactualSentence | CodeCode Available | 0 | 5 |
| Multimodal Word Sense Disambiguation in Creative Practice | Jul 15, 2020 | ClassificationDescriptive | CodeCode Available | 0 | 5 |
| Measuring the Evolution of a Scientific Field through Citation Frames | Jan 1, 2018 | Citation Intent ClassificationSentence Classification | CodeCode Available | 0 | 5 |
| Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification | Nov 1, 2019 | Active LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Oct 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 | 5 |
| Neural Architecture Search for Sentence Classification with BERT | Mar 27, 2024 | AutoMLClassification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Detecting Sexual Content at the Sentence Level in First Millennium Latin Texts | Sep 25, 2023 | SentenceSentence Classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Investigating an Effective Character-level Embedding in Korean Sentence Classification | May 31, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Densely Connected Bidirectional LSTM with Applications to Sentence Classification | Feb 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Neural Networks for Joint Sentence Classification in Medical Paper Abstracts | Dec 15, 2016 | General ClassificationSentence | CodeCode Available | 0 | 5 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 | 5 |
| GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state | Nov 18, 2022 | ArticlesDocument Summarization | CodeCode Available | 0 | 5 |
| Automatic Argumentative-Zoning Using Word2vec | Mar 29, 2017 | ArticlesClassification | CodeCode Available | 0 | 5 |
| Getting the Most out of Simile Recognition | Nov 11, 2022 | POSSentence | CodeCode Available | 0 | 5 |
| Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts | Aug 19, 2018 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs | May 22, 2023 | Multilingual NLPRetrieval | CodeCode Available | 0 | 5 |
| Augmenting Data with Mixup for Sentence Classification: An Empirical Study | May 22, 2019 | ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Cross-lingual Information Retrieval with BERT | Apr 24, 2020 | Cross-Lingual Information RetrievalDocument Ranking | CodeCode Available | 0 | 5 |
| DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls | Dec 8, 2022 | Cultural Vocal Bursts Intensity PredictionLanguage Modelling | CodeCode Available | 0 | 5 |
| Bivariate Beta-LSTM | May 25, 2019 | Caption GenerationDensity Estimation | CodeCode Available | 0 | 5 |
| Counterfactual Adversarial Learning with Representation Interpolation | Sep 10, 2021 | counterfactualLogical Reasoning | CodeCode Available | 0 | 5 |
| An Attention-Gated Convolutional Neural Network for Sentence Classification | Aug 22, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters | Nov 12, 2021 | AllSentence | CodeCode Available | 0 | 5 |
| DMix: Adaptive Distance-aware Interpolative Mixup | May 1, 2022 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model | Sep 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| An Approach for Process Model Extraction By Multi-Grained Text Classification | May 16, 2019 | General ClassificationManagement | CodeCode Available | 0 | 5 |
| Do latent tree learning models identify meaningful structure in sentences? | Sep 4, 2017 | SentenceSentence Classification | CodeCode Available | 0 | 5 |
| Explicit Alignment Objectives for Multilingual Bidirectional Encoders | Oct 15, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 0 | 5 |
| Convolutional Neural Network Language Models | Nov 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic Datasets | May 18, 2024 | SentenceSentence Classification | CodeCode Available | 0 | 5 |
| Neural Simile Recognition with Cyclic Multitask Learning and Local Attention | Dec 19, 2019 | SentenceSentence Classification | CodeCode Available | 0 | 5 |
| Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports | Oct 7, 2021 | ClassificationSentence | CodeCode Available | 0 | 5 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution | Sep 21, 2016 | Authorship AttributionSentence | CodeCode Available | 0 | 5 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
