Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification Aug 1, 2021 text-classification Text Classification
— Unverified BDCN: Semantic Embedding Self-explanatory Breast Diagnostic Capsules Network Aug 1, 2021 Diagnostic Text Categorization
— Unverified Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification Aug 1, 2021 Classification text-classification
Code Code Available YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images Aug 1, 2021 Meme Classification text-classification
— Unverified Distinct Label Representations for Few-Shot Text Classification Aug 1, 2021 Classification Few-Shot Text Classification
Code Code Available ``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms Aug 1, 2021 Classification Sentence
— Unverified hub at SemEval-2021 Task 7: Fusion of ALBERT and Word Frequency Information Detecting and Rating Humor and Offense Aug 1, 2021 Humor Detection regression
— Unverified Issues with Entailment-based Zero-shot Text Classification Aug 1, 2021 Classification Natural Language Inference
Code Code Available Counterfactual Inference for Text Classification Debiasing Aug 1, 2021 Classification counterfactual
Code Code Available Label-Specific Dual Graph Neural Network for Multi-Label Text Classification Aug 1, 2021 Dynamic Reconstruction Graph Neural Network
— Unverified Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification Aug 1, 2021 Machine Reading Comprehension named-entity-recognition
— Unverified Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification Aug 1, 2021 text-classification Text Classification
Code Code Available LZ1904 at SemEval-2021 Task 5: Bi-LSTM-CRF for Toxic Span Detection using Pretrained Word Embedding Aug 1, 2021 Machine Translation Sentence
— Unverified Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation Aug 1, 2021 Cross-Domain Text Classification Domain Adaptation
— Unverified OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification Aug 1, 2021 Data Augmentation text-classification
— Unverified BanditMTL: Bandit-based Multi-task Learning for Text Classification Aug 1, 2021 Classification Multi-Task Learning
— Unverified Semi-Supervised Text Classification with Balanced Deep Representation Distributions Aug 1, 2021 Classification Semi-Supervised Text Classification
— Unverified SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing Aug 1, 2021 Domain Adaptation Negation
Code Code Available BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation Aug 1, 2021 Attribute Domain Adaptation
— Unverified SPEAR : Semi-supervised Data Programming in Python Aug 1, 2021 text-classification Text Classification
Code Code Available Investigating Disagreement in the Scientific Literature Jul 30, 2021 Articles text-classification
Code Code Available Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning Jul 27, 2021 Active Learning Deep Learning
— Unverified Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification Jul 26, 2021 Domain Adaptation Few-Shot Text Classification
Code Code Available Denoising and Segmentation of Epigraphical Scripts Jul 25, 2021 Denoising Segmentation
— Unverified Graph Convolutional Network with Generalized Factorized Bilinear Aggregation Jul 24, 2021 text-classification Text Classification
— Unverified Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss Jul 23, 2021 Classification Clustering
— Unverified Impacts Towards a comprehensive assessment of the book impact by integrating multiple evaluation sources Jul 22, 2021 Sentiment Analysis text-classification
— Unverified Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification Jul 22, 2021 Language Modeling Language Modelling
— Unverified Small-Text: Active Learning for Text Classification in Python Jul 21, 2021 Active Learning Classification
— Unverified Improved Text Classification via Contrastive Adversarial Training Jul 21, 2021 Classification Contrastive Learning
— Unverified Comparison of Czech Transformers on Text Classification Tasks Jul 21, 2021 Classification text-classification
— Unverified Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives Jul 20, 2021 Ensemble Learning Fact Checking
— Unverified Statistical Estimation from Dependent Data Jul 20, 2021 regression text-classification
— Unverified Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study Jul 19, 2021 counterfactual Hate Speech Detection
— Unverified Using Language Models on Low-end Hardware Jul 17, 2021 Classification Language Modeling
— Unverified ALLWAS: Active Learning on Language models in WASserstein space Jul 17, 2021 Active Learning text-classification
— Unverified Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling Jul 17, 2021 Deep Learning Fairness
— Unverified Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan Jul 16, 2021 Language Modeling Language Modelling
— Unverified Pseudo-labelling Enhanced Media Bias Detection Jul 16, 2021 Bias Detection Data Augmentation
— Unverified The Application of Active Query K-Means in Text Classification Jul 16, 2021 Active Learning Classification
— Unverified Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining Jul 15, 2021 Optical Character Recognition Optical Character Recognition (OCR)
Code Code Available Uncertainty-Aware Reliable Text Classification Jul 15, 2021 Classification Outlier Detection
Code Code Available Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers Jul 12, 2021 Active Learning Classification
Code Code Available Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff Jul 12, 2021 Mortality Prediction text-classification
Code Code Available A Survey on Data Augmentation for Text Classification Jul 7, 2021 BIG-bench Machine Learning Classification
— Unverified Hierarchical Text Classification of Urdu News using Deep Neural Network Jul 7, 2021 Classification text-classification
— Unverified An Ensemble Noise-Robust K-fold Cross-Validation Selection Method for Noisy Labels Jul 6, 2021 Pseudo Label text-classification
— Unverified Bengali text document categorization based on very deep convolution neural network Jul 2, 2021 Classification Document Classification
— Unverified Transformer-F: A Transformer network with effective methods for learning universal sentence representation Jul 2, 2021 Sentence text-classification
— Unverified DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval Jul 1, 2021 Retrieval Semantic Similarity
— Unverified 