Model Robustness with Text Classification: Semantic-preserving adversarial attacks Aug 12, 2020 Adversarial Attack Classification
— Unverified Text Classification based on Multi-granularity Attention Hybrid Neural Network Aug 12, 2020 Classification General Classification
— Unverified Context Reinforced Neural Topic Modeling over Short Texts Aug 11, 2020 text-classification Text Classification
Code Code Available A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification Aug 11, 2020 Classification General Classification
— Unverified Cross-context News Corpus for Protest Events related Knowledge Base Construction Aug 1, 2020 Active Learning Articles
Code Code Available Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Jul 31, 2020 Continual Pretraining
Code Code Available Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification Jul 29, 2020 Classification General Classification
— Unverified Text-based classification of interviews for mental health -- juxtaposing the state of the art Jul 29, 2020 Audio Classification Classification
Code Code Available MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks Jul 29, 2020 text-classification Text Classification
— Unverified Diagnosing Concept Drift with Visual Analytics Jul 28, 2020 Drift Detection text-classification
— Unverified NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification Jul 25, 2020 Articles Decoder
Code Code Available Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding Jul 25, 2020 Classification General Classification
— Unverified HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts Jul 23, 2020 Sentiment Analysis Sentiment Classification
Code Code Available Inferring Political Preferences from Twitter Jul 21, 2020 Sentiment Analysis text-classification
— Unverified Training with reduced precision of a support vector machine model for text classification Jul 17, 2020 CPU General Classification
— Unverified Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks Jul 15, 2020 Medical Diagnosis Text Classification
— Unverified Add a SideNet to your MainNet Jul 14, 2020 General Classification Knowledge Distillation
— Unverified An Enhanced Text Classification to Explore Health based Indian Government Policy Tweets Jul 13, 2020 General Classification Text Augmentation
— Unverified Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Jul 11, 2020 Classification Data Poisoning
— Unverified Text Data Augmentation: Towards better detection of spear-phishing emails Jul 4, 2020 Data Augmentation General Classification
— Unverified ProtoryNet - Interpretable Text Classification Via Prototype Trajectories Jul 3, 2020 Classification General Classification
Code Code Available Lightme: Analysing Language in Internet Support Groups for Mental Health Jul 2, 2020 text-classification Text Classification
— Unverified A Novel BGCapsule Network for Text Classification Jul 2, 2020 Classification General Classification
— Unverified To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks Jul 1, 2020 Language Modeling Language Modelling
— Unverified Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event Jul 1, 2020 Argument Mining Articles
— Unverified Tchebycheff Procedure for Multi-task Text Classification Jul 1, 2020 Classification General Classification
— Unverified A Comparison of Identification Methods of Brazilian Music Styles by Lyrics Jul 1, 2020 BIG-bench Machine Learning Classification
— Unverified Text Classification with Negative Supervision Jul 1, 2020 Classification General Classification
— Unverified Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder Jul 1, 2020 Classification General Classification
— Unverified Hierarchy-Aware Global Model for Hierarchical Text Classification Jul 1, 2020 Classification General Classification
— Unverified Feature Projection for Improved Text Classification Jul 1, 2020 Classification General Classification
— Unverified Understanding Attention for Text Classification Jul 1, 2020 Classification General Classification
— Unverified SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling Jul 1, 2020 Chunking General Classification
— Unverified Zero-shot Text Classification via Reinforced Self-training Jul 1, 2020 Classification General Classification
— Unverified Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? Jul 1, 2020 General Classification text-classification
— Unverified Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes Jul 1, 2020 Data Augmentation Sentence
— Unverified Label Noise in Context Jul 1, 2020 text-classification Text Classification
— Unverified Combine Convolution with Recurrent Networks for Text Classification Jun 29, 2020 Classification General Classification
— Unverified Natural Backdoor Attack on Text Data Jun 29, 2020 Backdoor Attack text-classification
— Unverified Multichannel CNN with Attention for Text Classification Jun 29, 2020 Classification General Classification
— Unverified Causality Learning: A New Perspective for Interpretable Machine Learning Jun 27, 2020 BIG-bench Machine Learning Interpretable Machine Learning
— Unverified Uncertainty-aware Self-training for Text Classification with Few Labels Jun 27, 2020 General Classification Pseudo Label
— Unverified Biologically Plausible Learning of Text Representation with Spiking Neural Networks Jun 26, 2020 Document Classification General Classification
— Unverified NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature Jun 23, 2020 Articles Machine Translation
Code Code Available Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet Jun 22, 2020 Clustering Information Retrieval
— Unverified AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss Jun 20, 2020 Classification Deep Learning
Code Code Available SqueezeBERT: What can computer vision teach NLP about efficient neural networks? Jun 19, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Visual and Textual Deep Feature Fusion for Document Image Classification Jun 16, 2020 Classification document-image-classification
— Unverified To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks Jun 15, 2020 Language Modeling Language Modelling
— Unverified ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation Jun 11, 2020 Data Augmentation Generative Adversarial Network
— Unverified 