Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks Feb 28, 2022 Data Augmentation Language Modeling
Code Code Available CINO: A Chinese Minority Pre-trained Language Model Feb 28, 2022 Language Modeling Language Modelling
— Unverified Differential equation and probability inspired graph neural networks for latent variable learning Feb 28, 2022 Stock Prediction text-classification
Code Code Available Resolving label uncertainty with implicit posterior models Feb 28, 2022 Common Sense Reasoning Segmentation
Code Code Available Prompt-Learning for Short Text Classification Feb 23, 2022 Classification Prompt Learning
— Unverified Interpreting Language Models with Contrastive Explanations Feb 21, 2022 Language Modeling Language Modelling
Code Code Available Hierarchical Interpretation of Neural Text Classification Feb 20, 2022 Classification text-classification
Code Code Available When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing Feb 17, 2022 Classification CPU
— Unverified ZeroGen: Efficient Zero-shot Learning via Dataset Generation Feb 16, 2022 Data-free Knowledge Distillation Dataset Generation
Code Code Available MuLD: The Multitask Long Document Benchmark Feb 15, 2022 Question Answering Style change detection
Code Code Available Random Laplacian Features for Learning with Hyperbolic Space Feb 14, 2022 Graph Learning Node Classification
Code Code Available Incremental user embedding modeling for personalized text classification Feb 13, 2022 Classification Management
— Unverified Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Feb 11, 2022 Contrastive Learning Multi Label Text Classification
Code Code Available Predicting Out-of-Distribution Error with the Projection Norm Feb 11, 2022 Pseudo Label text-classification
Code Code Available Cyclical Curriculum Learning Feb 11, 2022 text-classification Text Classification
Code Code Available Development and Comparison of Scoring Functions in Curriculum Learning Feb 10, 2022 text-classification Text Classification
— Unverified Multi-relation Message Passing for Multi-label Text Classification Feb 10, 2022 Classification image-classification
Code Code Available Counterfactual Multi-Token Fairness in Text Classification Feb 8, 2022 Attribute Classification
— Unverified On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks Feb 7, 2022 Adversarial Robustness Malware Detection
Code Code Available Nonparametric Uncertainty Quantification for Single Deterministic Neural Network Feb 7, 2022 text-classification Text Classification
Code Code Available LST: Lexicon-Guided Self-Training for Few-Shot Text Classification Feb 5, 2022 Classification Few-Shot Text Classification
— Unverified Improving Probabilistic Models in Text Classification via Active Learning Feb 5, 2022 Active Learning Articles
— Unverified Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods Feb 4, 2022 counterfactual Data Augmentation
— Unverified Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features Feb 2, 2022 text-classification Text Classification
Code Code Available L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources Feb 2, 2022 named-entity-recognition Named Entity Recognition
— Unverified Co-Regularized Adversarial Learning for Multi-Domain Text Classification Jan 30, 2022 Classification text-classification
— Unverified Maximum Batch Frobenius Norm for Multi-Domain Text Classification Jan 29, 2022 Classification text-classification
— Unverified Dominant Set-based Active Learning for Text Classification and its Application to Online Social Media Jan 28, 2022 Active Learning Hate Speech Detection
— Unverified Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Jan 28, 2022 Cross-Domain Text Classification Domain Adaptation
Code Code Available Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jan 27, 2022 Few-Shot Text Classification Meta-Learning
Code Code Available Toward a More Populous Online Platform: The Economic Impacts of Compensated Reviews Jan 26, 2022 text-classification Text Classification
— Unverified Pair-Level Supervised Contrastive Learning for Natural Language Inference Jan 26, 2022 Contrastive Learning Natural Language Inference
— Unverified Suicidal Ideation Detection on Social Media: A Review of Machine Learning Methods Jan 25, 2022 BIG-bench Machine Learning text-classification
— Unverified Classification Of Fake News Headline Based On Neural Networks Jan 24, 2022 Classification text-classification
— Unverified Black-box Prompt Learning for Pre-trained Language Models Jan 21, 2022 Prompt Learning text-classification
Code Code Available Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Jan 21, 2022 Classification Contrastive Learning
Code Code Available TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Jan 20, 2022 Adversarial Attack Hard-label Attack
Code Code Available Development of Fake News Model using Machine Learning through Natural Language Processing Jan 19, 2022 BIG-bench Machine Learning Classification
— Unverified Tracking Legislators’ Expressed Policy Agendas in Real Time Jan 18, 2022 Political Salient Issue Orientation Detection Text Classification
Code Code Available A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis Jan 18, 2022 Domain Adaptation Inference Attack
— Unverified Hierarchical Neural Network Approaches for Long Document Classification Jan 18, 2022 Classification Document Classification
— Unverified Text characterization based on recurrence networks Jan 17, 2022 Text Classification
— Unverified RuMedBench: A Russian Medical Language Understanding Benchmark Jan 17, 2022 Medical Diagnosis named-entity-recognition
Code Code Available Unsupervised Reinforcement Adaptation for Class-Imbalanced TextClassification Jan 16, 2022 Domain Adaptation reinforcement-learning
— Unverified Identifying the Source of Vulnerability in Fragile Interpretations: A Case Study in Neural Text Classification Jan 16, 2022 text-classification Text Classification
— Unverified FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Jan 16, 2022 Benchmarking Federated Learning
— Unverified Exposing the Limits of Video-Text Models through Contrast Sets Jan 16, 2022 Language Modeling Language Modelling
— Unverified AcTune: Uncertainty-Aware Active Self-Training for Active Fine-Tuning of Pretrained Language Models Jan 16, 2022 Active Learning text-classification
— Unverified Unlearnable Text for Neural Classifiers Jan 16, 2022 Classification Gender Classification
— Unverified Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia Jan 16, 2022 Game of Mafia text-classification
— Unverified 