Leveraging Multilingual Resources for Language Invariant Sentiment Analysis Nov 1, 2020 Sentence Sentiment Analysis
— Unverified NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification Nov 1, 2020 Graph Attention Sentence
— Unverified Enhance Robustness of Sequence Labelling with Masked Adversarial Training Nov 1, 2020 Chunking named-entity-recognition
— Unverified CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features Nov 1, 2020 Classification Language Modeling
— Unverified Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks Nov 1, 2020 text-classification Text Classification
— Unverified Text Graph Transformer for Document Classification Nov 1, 2020 Classification Document Classification
— Unverified SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain Nov 1, 2020 Language Modeling Language Modelling
— Unverified Exploring Coreference Features in Heterogeneous Data Nov 1, 2020 coreference-resolution Coreference Resolution
— Unverified FENAS: Flexible and Expressive Neural Architecture Search Nov 1, 2020 image-classification Image Classification
— Unverified Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling Nov 1, 2020 BIG-bench Machine Learning text-classification
— Unverified META: Metadata-Empowered Weak Supervision for Text Classification Nov 1, 2020 Classification General Classification
Code Code Available Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions Nov 1, 2020 Classification Multi-Label Classification
— Unverified Task-oriented Domain-specific Meta-Embedding for Text Classification Nov 1, 2020 Classification General Classification
— Unverified Supporting Comedy Writers: Predicting Audience’s Response from Sketch Comedy and Crosstalk Scripts Nov 1, 2020 text-classification Text Classification
Code Code Available HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification Nov 1, 2020 General Classification Multi Label Text Classification
— Unverified UET at WNUT-2020 Task 2: A Study of Combining Transfer Learning Methods for Text Classification with RoBERTa Nov 1, 2020 Task 2 text-classification
— Unverified A Semantics-based Approach to Disclosure Classification in User-Generated Online Content Nov 1, 2020 Semantic Role Labeling text-classification
— Unverified Towards More Accurate Uncertainty Estimation In Text Classification Nov 1, 2020 Classification General Classification
Code Code Available Less is More: Attention Supervision with Counterfactuals for Text Classification Nov 1, 2020 Classification counterfactual
— Unverified Multi-pretraining for Large-scale Text Classification Nov 1, 2020 Classification text-classification
— Unverified Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer’s Disease (AD) using Mental Health Records: a Classification Approach Nov 1, 2020 text-classification Text Classification
Code Code Available Balancing via Generation for Multi-Class Text Classification Improvement Nov 1, 2020 Classification Multi Class Text Classification
— Unverified VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation Oct 30, 2020 Language Modelling Question Answering
— Unverified HyperText: Endowing FastText with Hyperbolic Geometry Oct 30, 2020 Classification General Classification
Code Code Available Short Text Classification Approach to Identify Child Sexual Exploitation Material Oct 29, 2020 Classification General Classification
— Unverified The geometry of integration in text classification RNNs Oct 28, 2020 Classification General Classification
Code Code Available A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation Oct 28, 2020 Classification Ensemble Learning
— Unverified On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning Oct 24, 2020 coreference-resolution Coreference Resolution
— Unverified Large Scale Legal Text Classification Using Transformer Models Oct 24, 2020 Classification General Classification
— Unverified Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification Oct 23, 2020 counterfactual Explainable Artificial Intelligence (XAI)
— Unverified 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 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 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 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 ReGAL: Rule-Generative Active Learning for Model-in-the-Loop Weak Supervision Oct 16, 2020 Active Learning text-classification
— Unverified Local vs. Global interpretations for NLP Oct 15, 2020 Feature Importance text-classification
— Unverified Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming Oct 15, 2020 Active Learning BIG-bench Machine Learning
— Unverified Token Sequence Labeling vs. Clause Classification for English Emotion Stimulus Detection Oct 15, 2020 Classification General Classification
Code Code Available 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 Explain2Attack: Text Adversarial Attacks via Cross-Domain Interpretability Oct 14, 2020 Adversarial Attack text-classification
Code Code Available Geometry matters: Exploring language examples at the decision boundary Oct 14, 2020 counterfactual Proper Noun
— Unverified Weight Squeezing: Reparameterization for Knowledge Transfer and Model Compression Oct 14, 2020 General Classification Model Compression
— Unverified 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 Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations Oct 12, 2020 General Classification Multilabel 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 Gradient-based Analysis of NLP Models is Manipulable Oct 12, 2020 text-classification Text Classification
— Unverified 