X-Class: Text Classification with Extremely Weak Supervision Oct 24, 2020 Classification Clustering
Code Code Available On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning Oct 24, 2020 coreference-resolution Coreference Resolution
— Unverified KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi Oct 23, 2020 Articles Benchmarking
Code Code Available Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification Oct 23, 2020 counterfactual Explainable Artificial Intelligence (XAI)
— Unverified Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings Calls Oct 23, 2020 Cloud Computing Clustering
Code Code Available Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data Oct 22, 2020 Data Augmentation text-classification
— Unverified Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers Oct 22, 2020 Multi-Task Learning text-classification
— Unverified Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data Oct 22, 2020 Language Modeling Language Modelling
Code Code Available Gender Prediction Based on Vietnamese Names with Machine Learning Techniques Oct 21, 2020 BIG-bench Machine Learning Gender Classification
— Unverified Stacking Neural Network Models for Automatic Short Answer Scoring Oct 21, 2020 General Classification Sentence
— Unverified Quasi Error-free Text Classification and Authorship Recognition in a large Corpus of English Literature based on a Novel Feature Set Oct 21, 2020 Diagnostic Sentiment Analysis
— Unverified Performance of Transfer Learning Model vs. Traditional Neural Network in Low System Resource Environment Oct 20, 2020 GPU NER
— Unverified Text Classification of Manifestos and COVID-19 Press Briefings using BERT and Convolutional Neural Networks Oct 20, 2020 General Classification Sentence
— Unverified Detecting Media Bias in News Articles using Gaussian Bias Distributions Oct 20, 2020 Articles Bias Detection
Code Code Available Cold-start Active Learning through Self-supervised Language Modeling Oct 19, 2020 Active Learning Classification
Code Code Available ReGAL: Rule-Generative Active Learning for Model-in-the-Loop Weak Supervision Oct 16, 2020 Active Learning text-classification
— Unverified WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets Oct 16, 2020 Task 2 Text Classification
Code Code Available Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming Oct 15, 2020 Active Learning BIG-bench Machine Learning
— Unverified Local vs. Global interpretations for NLP Oct 15, 2020 Feature Importance text-classification
— Unverified CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features Oct 15, 2020 Classification General Classification
Code Code Available Semi-supervised NMF Models for Topic Modeling in Learning Tasks Oct 15, 2020 Classification General Classification
Code Code Available Token Sequence Labeling vs. Clause Classification for English Emotion Stimulus Detection Oct 15, 2020 Classification General Classification
Code Code Available Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Oct 15, 2020 Language Modeling Language Modelling
Code Code Available Weight Squeezing: Reparameterization for Knowledge Transfer and Model Compression Oct 14, 2020 General Classification Model Compression
— Unverified Geometry matters: Exploring language examples at the decision boundary Oct 14, 2020 counterfactual Proper Noun
— Unverified Text Classification Using Label Names Only: A Language Model Self-Training Approach Oct 14, 2020 Classification Document Classification
Code Code Available Explain2Attack: Text Adversarial Attacks via Cross-Domain Interpretability Oct 14, 2020 Adversarial Attack text-classification
Code Code Available Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search Oct 14, 2020 Classification Question Answering
Code Code Available Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think! Oct 13, 2020 Diagnostic Image-text Classification
— Unverified Gradient-based Analysis of NLP Models is Manipulable Oct 12, 2020 text-classification Text Classification
— Unverified Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification Oct 12, 2020 Chatbot Classification
— Unverified Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations Oct 12, 2020 General Classification Multilabel Text Classification
— Unverified Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only Oct 11, 2020 Machine Translation text-classification
— Unverified End to End Binarized Neural Networks for Text Classification Oct 11, 2020 Binarization Classification
— Unverified Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization Oct 11, 2020 Network Pruning text-classification
Code Code Available Betti numbers of attention graphs is all you really need Oct 10, 2020 All Classification
— Unverified Adversarial Self-Supervised Data-Free Distillation for Text Classification Oct 10, 2020 Classification General Classification
— Unverified Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique Oct 10, 2020 Multi-Label Text Classification TAG
Code Code Available Denoising Multi-Source Weak Supervision for Neural Text Classification Oct 9, 2020 Classification Denoising
Code Code Available Causal Feature Selection with Dimension Reduction for Interpretable Text Classification Oct 9, 2020 Causal Inference Classification
— Unverified NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training Oct 9, 2020 Task 2 Text Classification
Code Code Available Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis Oct 9, 2020 Hate Speech Detection Multi-Label Classification
Code Code Available Simplifying the explanation of deep neural networks with sufficient and necessary feature-sets: case of text classification Oct 8, 2020 text-classification Text Classification
Code Code Available A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Oct 7, 2020 Classification General Classification
— Unverified Multi-label classification of promotions in digital leaflets using textual and visual information Oct 7, 2020 General Classification Multi-Label Classification
— Unverified Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Oct 6, 2020 Language Modeling Language Modelling
Code Code Available Converting the Point of View of Messages Spoken to Virtual Assistants Oct 6, 2020 Constituency Parsing Language Modelling
Code Code Available The Multilingual Amazon Reviews Corpus Oct 6, 2020 Classification Cross-Lingual Transfer
Code Code Available Identifying Spurious Correlations for Robust Text Classification Oct 6, 2020 Classification feature selection
Code Code Available Efficient Meta Lifelong-Learning with Limited Memory Oct 6, 2020 Lifelong learning Multi-Task Learning
— Unverified 