Evaluation of Representation Models for Text Classification with AutoML Tools Jun 24, 2021 AutoML text-classification
— Unverified 0Evaluation of Seed Set Selection Approaches and Active Learning Strategies in Predictive Coding Jun 11, 2019 Active Learning Clustering
— Unverified 0Evaluation of the Automated Labeling Method for Taxonomic Nomenclature Through Prompt-Optimized Large Language Model Mar 8, 2025 Few-Shot Learning Language Modeling
— Unverified 0E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models Oct 1, 2022 Classification Contrastive Learning
— Unverified 0Entropy-Based Subword Mining with an Application to Word Embeddings Jun 1, 2018 Language Modeling Language Modelling
— Unverified 0Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report Aug 17, 2021 Bias Detection Learning Word Embeddings
— Unverified 0A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks Jul 24, 2024 Active Learning Domain Adaptation
— Unverified 0Evolutionary-Neural Hybrid Agents for Architecture Search Nov 24, 2018 Deep Reinforcement Learning Evolutionary Algorithms
— Unverified 0Appraisal Theories for Emotion Classification in Text Mar 31, 2020 Classification Emotion Classification
— Unverified 0Evolution of transfer learning in natural language processing Oct 16, 2019 Machine Translation text-classification
— Unverified 0Evolving Character-level Convolutional Neural Networks for Text Classification Dec 3, 2020 Classification General Classification
— Unverified 0Evolving Character-Level DenseNet Architectures using Genetic Programming Dec 3, 2020 Classification General Classification
— Unverified 0Evolving Domain Adaptation of Pretrained Language Models for Text Classification Nov 16, 2023 Domain Adaptation Stance Detection
— Unverified 0Evolving Knowledge Distillation with Large Language Models and Active Learning Mar 11, 2024 Active Learning Knowledge Distillation
— Unverified 0The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning Oct 3, 2022 Cross-Lingual Transfer Domain Adaptation
— Unverified 0Exclusive Topic Modeling Feb 6, 2021 text-classification Text Classification
— Unverified 0Cancer Hallmark Text Classification Using Convolutional Neural Networks Dec 1, 2016 Classification General Classification
— Unverified 0EXnet: Efficient In-context Learning for Data-less Text classification May 24, 2023 In-Context Learning Question Answering
— Unverified 0Expanding the Text Classification Toolbox with Cross-Lingual Embeddings Mar 23, 2019 Classification General Classification
— Unverified 0Expansional Retrofitting for Word Vector Enrichment Aug 22, 2018 General Classification text-classification
— Unverified 0Entity-Assisted Language Models for Identifying Check-worthy Sentences Nov 19, 2022 Entity Embeddings Sentence
— Unverified 0Aggregated Learning: A Deep Learning Framework Based on Information-Bottleneck Vector Quantization Jul 26, 2018 Image Classification Quantization
— Unverified 0Fermi at SemEval-2019 Task 4: The sarah-jane-smith Hyperpartisan News Detector Jun 1, 2019 Classification General Classification
— Unverified 0Experimenting with Distant Supervision for Emotion Classification Apr 1, 2012 Classification Emotion Classification
— Unverified 0Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks Aug 31, 2022 Deep Learning Few-Shot Learning
— Unverified 0Explainable Assessment of Healthcare Articles with QA Oct 16, 2021 Articles Explanation Generation
— Unverified 0Explainable Assessment of Healthcare Articles with QA May 1, 2022 Articles Explanation Generation
— Unverified 0Explainable prediction of Qcodes for NOTAMs using column generation Aug 9, 2022 Binary Classification Classification
— Unverified 0Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding Apr 3, 2019 Document Classification General Classification
— Unverified 0Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets Nov 15, 2023 Document Classification text-classification
— Unverified 0Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property May 23, 2024 image-classification Image Classification
— Unverified 0ChatGPT: Beginning of an End of Manual Linguistic Data Annotation? Use Case of Automatic Genre Identification Mar 7, 2023 Language Modeling Language Modelling
— Unverified 0Active Learning for Natural Language Generation May 24, 2023 Active Learning Classification
— Unverified 0Explaining Classes through Word Attribution Aug 31, 2021 Classification Deep Learning
— Unverified 0Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability Dec 2, 2024 Feature Correlation Feature Importance
— Unverified 0Explanation sensitivity to the randomness of large language models: the case of journalistic text classification Oct 7, 2024 Sensitivity text-classification
— Unverified 0Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy Mar 7, 2025 text-classification Text Classification
— Unverified 0Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives Jul 20, 2021 Ensemble Learning Fact Checking
— Unverified 0Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings Jun 14, 2023 Diversity Federated Learning
— Unverified 0Exploiting Class Labels to Boost Performance on Embedding-based Text Classification Jun 3, 2020 Classification General Classification
— Unverified 0Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings Dec 22, 2018 GPU text-classification
— Unverified 0Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference Apr 1, 2021 Few-Shot Text Classification Language Modeling
— Unverified 0Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Dec 22, 2018 Classification Cross-Lingual Document Classification
— Unverified 0Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea Sep 1, 2021 Articles Legal Reasoning
— Unverified 0Exploiting Dynamic and Fine-grained Semantic Scope for Extreme Multi-label Text Classification May 24, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified 0Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT Feb 25, 2025 Classification Decision Making
— Unverified 0Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification Apr 2, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified 0Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet Jun 22, 2020 Clustering Information Retrieval
— Unverified 0Exploration of Masked and Causal Language Modelling for Text Generation May 21, 2024 Authorship Verification Language Modelling
— Unverified 0A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer Jan 10, 2024 text-classification Text Classification
— Unverified 0