A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification Nov 16, 2021 Classification Entity Typing
— Unverified Revisiting Softmax for Uncertainty Approximation in Text Classification Nov 16, 2021 Classification Domain Adaptation
— Unverified Revisiting Transformer-based Models for Long Document Classification Nov 16, 2021 Classification Document Classification
— Unverified Vec2Node: Self-training with Tensor Augmentation for Text Classification with Few Labels Nov 16, 2021 Data Augmentation Tensor Decomposition
— Unverified KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier Nov 16, 2021 Contrastive Learning text-classification
— Unverified Measuring Fairness of Text Classifiers via Prediction Sensitivity Nov 16, 2021 Attribute counterfactual
— Unverified Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning Nov 16, 2021 Adversarial Robustness text-classification
— Unverified MAML-CL: Edited Model-Agnostic Meta-Learning for Continual Learning Nov 16, 2021 Continual Learning Meta-Learning
Code Code Available TransSGAN: GAN based semi-superivsed learning for text classification with Transformer Encoder Nov 16, 2021 Data Augmentation text-classification
— Unverified Modular Domain Adaptation Nov 16, 2021 Domain Adaptation text-classification
— Unverified Roles of Words: What Should (n’t) Be Augmented in Text Augmentation on Text Classification Tasks? Nov 16, 2021 Classification Text Augmentation
— Unverified Automatic evaluation of scientific abstracts through natural language processing Nov 14, 2021 Sentiment Analysis text-classification
— Unverified "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification Nov 14, 2021 Feature Importance text-classification
— Unverified AdaptText: A Novel Framework for Domain-Independent Automated Sinhala Text Classification Nov 13, 2021 Classification text-classification
Code Code Available Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training Nov 11, 2021 Emotion Recognition Multilabel Text Classification
— Unverified Entropy optimized semi-supervised decomposed vector-quantized variational autoencoder model based on transfer learning for multiclass text classification and generation Nov 10, 2021 Decoder Multi Class Text Classification
— Unverified DataWords: Getting Contrarian with Text, Structured Data and Explanations Nov 9, 2021 Classification named-entity-recognition
— Unverified Profitable Trade-Off Between Memory and Performance In Multi-Domain Chatbot Architectures Nov 6, 2021 Chatbot Classification
— Unverified Language Semantics Interpretation with an Interaction-based Recurrent Neural Networks Nov 2, 2021 Feature Engineering text-classification
— Unverified Continual Few-Shot Learning for Text Classification Nov 1, 2021 Classification continual few-shot learning
Code Code Available RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification Nov 1, 2021 Entity Embeddings Knowledge Graph Embeddings
— Unverified Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions Nov 1, 2021 Question Answering text-classification
— Unverified Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations Nov 1, 2021 Multi Label Text Classification Multi-Label Text Classification
— Unverified Comparative Study of Long Document Classification Nov 1, 2021 BIG-bench Machine Learning Classification
— Unverified SeqAttack: On Adversarial Attacks for Named Entity Recognition Nov 1, 2021 Classification named-entity-recognition
— Unverified Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector Nov 1, 2021 text-classification Text Classification
— Unverified On the Transferability of Adversarial Attacks against Neural Text Classifier Nov 1, 2021 text-classification Text Classification
— Unverified Mitigating Data Poisoning in Text Classification with Differential Privacy Nov 1, 2021 Classification Data Poisoning
— Unverified Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews Nov 1, 2021 text-classification Text Classification
— Unverified Effectively Leveraging BERT for Legal Document Classification Nov 1, 2021 Binary Classification Classification
— Unverified Argument Mining on Twitter: A Case Study on the Planned Parenthood Debate Nov 1, 2021 Argument Mining text-classification
— Unverified Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis Nov 1, 2021 text-classification Text Classification
— Unverified Lifelong Explainer for Lifelong Learners Nov 1, 2021 Lifelong learning text-classification
Code Code Available kFolden: k-Fold Ensemble for Out-Of-Distribution Detection Nov 1, 2021 Attribute Classification
— Unverified Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification Nov 1, 2021 Decoder text-classification
— Unverified Few-Shot Text Generation with Natural Language Instructions Nov 1, 2021 Headline Generation text-classification
— Unverified Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability Nov 1, 2021 Classification text-classification
— Unverified Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics Nov 1, 2021 Text Classification
— Unverified Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification Nov 1, 2021 Classification Text Classification
— Unverified Constructing a Psychometric Testbed for Fair Natural Language Processing Nov 1, 2021 Benchmarking Fairness
Code Code Available Increasing Sentence-Level Comprehension Through Text Classification of Epistemic Functions Nov 1, 2021 Classification Sentence
— Unverified Deep Attention Diffusion Graph Neural Networks for Text Classification Nov 1, 2021 Classification Deep Attention
— Unverified Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification Nov 1, 2021 text-classification Text Classification
Code Code Available Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification Nov 1, 2021 Meta-Learning Multi-Label Classification
— Unverified PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation Oct 31, 2021 Data Augmentation Language Modeling
— Unverified Text Classification for Task-based Source Code Related Questions Oct 31, 2021 Classification Question Answering
— Unverified Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning Oct 30, 2021 text-classification Text Classification
— Unverified Assessing the Sufficiency of Arguments through Conclusion Generation Oct 26, 2021 text-classification Text Classification
Code Code Available Task-Specific Dependency-based Word Embedding Methods Oct 26, 2021 text-classification Text Classification
— Unverified CLLD: Contrastive Learning with Label Distance for Text Classification Oct 25, 2021 Classification Contrastive Learning
— Unverified 