A Unified Understanding of Deep NLP Models for Text Classification Jun 19, 2022 Classification text-classification
— Unverified A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning Jun 17, 2022 Deep Learning text-classification
Code Code Available Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator Jun 16, 2022 In-Context Learning text-classification
— Unverified KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Jun 15, 2022 Articles Text Classification
— Unverified Estimating Confidence of Predictions of Individual Classifiers and Their Ensembles for the Genre Classification Task Jun 15, 2022 Genre classification text-classification
— Unverified Improving Pre-trained Language Model Fine-tuning with Noise Stability Regularization Jun 12, 2022 Domain Generalization Language Modeling
— Unverified Dimensional Modeling of Emotions in Text with Appraisal Theories: Corpus Creation, Annotation Reliability, and Prediction Jun 10, 2022 Emotion Recognition text-classification
— Unverified Privacy Leakage in Text Classification: A Data Extraction Approach Jun 9, 2022 Classification Memorization
— Unverified Fooling Explanations in Text Classifiers Jun 7, 2022 text-classification Text Classification
— Unverified Contrastive Graph Multimodal Model for Text Classification in Videos Jun 6, 2022 Classification Contrastive Learning
— Unverified Performance Comparison of Simple Transformer and Res-CNN-BiLSTM for Cyberbullying Classification Jun 5, 2022 text-classification Text Classification
— Unverified Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages Jun 3, 2022 Classification Learning with noisy labels
— Unverified Text Classification and Prediction in the Legal Domain Jun 1, 2022 Classification Management
— Unverified XLNET-GRU Sentiment Regression Model for Cryptocurrency News in English and Malay Jun 1, 2022 regression Sentiment Analysis
— Unverified Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification Jun 1, 2022 Active Learning Extreme Multi-Label Classification
— Unverified At the Intersection of NLP and Sustainable Development: Exploring the Impact of Demographic-Aware Text Representations in Modeling Value on a Corpus of Interviews Jun 1, 2022 Classification Privacy Preserving
Code Code Available ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification Jun 1, 2022 Decision Making Document Classification
— Unverified Towards Classification of Legal Pharmaceutical Text using GAN-BERT Jun 1, 2022 Classification Sentence
— Unverified Argument Similarity Assessment in German for Intelligent Tutoring: Crowdsourced Dataset and First Experiments Jun 1, 2022 Question Answering text-classification
— Unverified CEPOC: The Cambridge Exams Publishing Open Cloze dataset Jun 1, 2022 text-classification Text Classification
Code Code Available Nepali Encoder Transformers: An Analysis of Auto Encoding Transformer Language Models for Nepali Text Classification Jun 1, 2022 Language Modeling Language Modelling
— Unverified Estimating Confidence of Predictions of Individual Classifiers and TheirEnsembles for the Genre Classification Task Jun 1, 2022 Genre classification text-classification
— Unverified Identifying Emotions in Code Mixed Hindi-English Tweets Jun 1, 2022 text-classification Text Classification
— Unverified BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Jun 1, 2022 Classification text-classification
Code Code Available Benchmark of DNN Model Search at Deployment Time Jun 1, 2022 Activity Recognition model
— Unverified A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference May 31, 2022 Contrastive Learning Data Augmentation
— Unverified Context-based Virtual Adversarial Training for Text Classification with Noisy Labels May 29, 2022 Memorization text-classification
— Unverified Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification May 26, 2022 Classification Domain Adaptation
Code Code Available Federated Split BERT for Heterogeneous Text Classification May 26, 2022 Classification Federated Learning
— Unverified Federated Non-negative Matrix Factorization for Short Texts Topic Modeling with Mutual Information May 26, 2022 Federated Learning text-classification
— Unverified BITE: Textual Backdoor Attacks with Iterative Trigger Injection May 25, 2022 Backdoor Attack Hate Speech Detection
Code Code Available Large Language Models are Few-Shot Clinical Information Extractors May 25, 2022 Benchmarking coreference-resolution
— Unverified LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification May 25, 2022 Memorization Pseudo Label
Code Code Available Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models May 25, 2022 Model Compression Quantization
— Unverified WeDef: Weakly Supervised Backdoor Defense for Text Classification May 24, 2022 backdoor defense Classification
— Unverified Exploiting Dynamic and Fine-grained Semantic Scope for Extreme Multi-label Text Classification May 24, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified Improving Short Text Classification With Augmented Data Using GPT-3 May 23, 2022 Classification Language Modeling
— Unverified Many-Class Text Classification with Matching May 23, 2022 Classification text-classification
— Unverified Conditional Supervised Contrastive Learning for Fair Text Classification May 23, 2022 Classification Contrastive Learning
Code Code Available All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass May 22, 2022 All Classification
— Unverified Argumentative Explanations for Pattern-Based Text Classifiers May 22, 2022 Binary text classification regression
— Unverified Set-based Meta-Interpolation for Few-Task Meta-Learning May 20, 2022 Bilevel Optimization image-classification
— Unverified Progressive Class Semantic Matching for Semi-supervised Text Classification May 20, 2022 General Classification Language Modeling
Code Code Available PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners May 18, 2022 Data Augmentation Few-Shot Learning
Code Code Available Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks May 15, 2022 L2 Regularization Machine Translation
— Unverified TiBERT: Tibetan Pre-trained Language Model May 15, 2022 Language Modeling Language Modelling
— Unverified Interlock-Free Multi-Aspect Rationalization for Text Classification May 13, 2022 Classification text-classification
— Unverified Towards Unified Prompt Tuning for Few-shot Text Classification May 11, 2022 Classification Few-Shot Learning
— Unverified Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers May 11, 2022 Classification text-classification
Code Code Available Sibylvariant Transformations for Robust Text Classification May 10, 2022 Adversarial Robustness Defect Detection
Code Code Available 