ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification Apr 10, 2022 Semi-Supervised Text Classification Text Classification
Code Code Available Understanding, Detecting, and Separating Out-of-Distribution Samples and Adversarial Samples in Text Classification Apr 9, 2022 text-classification Text Classification
— Unverified DAGAM: Data Augmentation with Generation And Modification Apr 6, 2022 Data Augmentation text-classification
Code Code Available A pipeline and comparative study of 12 machine learning models for text classification Apr 4, 2022 BIG-bench Machine Learning Classification
Code Code Available Constrained Sequence-to-Tree Generation for Hierarchical Text Classification Apr 2, 2022 Classification Multi-Label Classification
— Unverified Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions Apr 2, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification Apr 2, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified Medical Dataset Classification for Kurdish Short Text over Social Media Mar 26, 2022 text-classification Text Classification
— Unverified ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention Mar 23, 2022 Sparse Learning text-classification
— Unverified Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation Mar 23, 2022 text-classification Text Classification
Code Code Available Feature Distribution Matching for Federated Domain Generalization Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation Mar 22, 2022 Memorization Meta-Learning
— Unverified Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective Mar 22, 2022 Classification text-classification
Code Code Available Academic Resource Text Level Multi-label Classification based on Attention Mar 21, 2022 Classification Document Embedding
— Unverified Measuring Fairness of Text Classifiers via Prediction Sensitivity Mar 16, 2022 Attribute counterfactual
— Unverified One Agent To Rule Them All: Towards Multi-agent Conversational AI Mar 15, 2022 All Conversational Response Selection
Code Code Available A Neural Pairwise Ranking Model for Readability Assessment Mar 14, 2022 Cross-corpus model
Code Code Available A Survey of Adversarial Defences and Robustness in NLP Mar 12, 2022 Adversarial Defense named-entity-recognition
— Unverified TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Mar 10, 2022 Classification Sentence
— Unverified A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling Mar 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Memory Efficient Continual Learning with Transformers Mar 9, 2022 Classification Continual Learning
— Unverified Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification Mar 6, 2022 Graph Neural Network Multilingual text classification
— Unverified Story Point Effort Estimation by Text Level Graph Neural Network Mar 6, 2022 Classification Graph Neural Network
— Unverified Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation Mar 3, 2022 Adversarial Defense Density Estimation
Code Code Available Differential equation and probability inspired graph neural networks for latent variable learning Feb 28, 2022 Stock Prediction text-classification
Code Code Available Developing a Chatbot system using Deep Learning based for Universities consultancy Feb 28, 2022 Chatbot Deep Learning
Code Code Available Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training Feb 28, 2022 Language Modeling Language Modelling
— Unverified CINO: A Chinese Minority Pre-trained Language Model Feb 28, 2022 Language Modeling Language Modelling
— Unverified Prompt-Learning for Short Text Classification Feb 23, 2022 Classification Prompt Learning
— Unverified 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 Incremental user embedding modeling for personalized text classification Feb 13, 2022 Classification Management
— Unverified 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 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 L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources Feb 2, 2022 named-entity-recognition Named Entity Recognition
— Unverified Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features Feb 2, 2022 text-classification Text Classification
Code Code Available 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 Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Jan 28, 2022 Cross-Domain Text Classification Domain Adaptation
Code Code Available Dominant Set-based Active Learning for Text Classification and its Application to Online Social Media Jan 28, 2022 Active Learning Hate Speech Detection
— Unverified Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jan 27, 2022 Few-Shot Text Classification Meta-Learning
Code Code Available Pair-Level Supervised Contrastive Learning for Natural Language Inference Jan 26, 2022 Contrastive Learning Natural Language Inference
— Unverified Toward a More Populous Online Platform: The Economic Impacts of Compensated Reviews Jan 26, 2022 text-classification Text Classification
— 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 