Text Mining of Stocktwits Data for Predicting Stock Prices Mar 13, 2021 Stock Price Prediction text-classification
— Unverified Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability Mar 12, 2021 Classification General Classification
— Unverified Uncertainty-guided Model Generalization to Unseen Domains Mar 12, 2021 Domain Generalization image-classification
— Unverified Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework Mar 10, 2021 Document Classification Sentence
— Unverified Self-supervised Regularization for Text Classification Mar 9, 2021 Classification General Classification
— Unverified Improving Document-Level Sentiment Classification Using Importance of Sentences Mar 9, 2021 Classification Document Classification
— Unverified Comparing Approaches to Dravidian Language Identification Mar 9, 2021 Dialect Identification Language Identification
— Unverified JPS-daprinfo: A Dataset for Japanese Dialog Act Analysis and People-related Information Detection Mar 6, 2021 text-classification Text Classification
Code Code Available On the privacy-utility trade-off in differentially private hierarchical text classification Mar 4, 2021 General Classification Inference Attack
Code Code Available Random Feature Attention Mar 3, 2021 Language Modeling Language Modelling
— Unverified An Iterative Contextualization Algorithm with Second-Order Attention Mar 3, 2021 Sentence text-classification
Code Code Available CG-CNN: Self-Supervised Feature Extraction Through Contextual Guidance and Transfer Learning Mar 2, 2021 Descriptive text-classification
— Unverified Computationally Efficient Wasserstein Loss for Structured Labels Mar 1, 2021 Age Estimation Emotion Recognition
— Unverified Learning with Smooth Hinge Losses Feb 27, 2021 text-classification Text Classification
— Unverified PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning Feb 25, 2021 Articles named-entity-recognition
— Unverified Visual Word Embedding for Text Classification Feb 25, 2021 Classification General Classification
Code Code Available From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection Feb 24, 2021 Hate Speech Detection Language Modeling
— Unverified User Factor Adaptation for User Embedding via Multitask Learning Feb 22, 2021 Clustering text-classification
Code Code Available An Attention Ensemble Approach for Efficient Text Classification of Indian Languages Feb 20, 2021 General Classification Sentence
— Unverified Conditional Adversarial Networks for Multi-Domain Text Classification Feb 19, 2021 Classification General Classification
— Unverified Regular Expressions for Fast-response COVID-19 Text Classification Feb 18, 2021 Classification General Classification
— Unverified Fake News Detection: a comparison between available Deep Learning techniques in vector space Feb 18, 2021 Fake News Detection text-classification
Code Code Available indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages Feb 14, 2021 Language Identification text-classification
Code Code Available indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages Feb 14, 2021 Language Identification text-classification
Code Code Available Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia Feb 12, 2021 Classification General Classification
Code Code Available Lie-Sensor: A Live Emotion Verifier or a Licensor for Chat Applications using Emotional Intelligence Feb 11, 2021 Emotional Intelligence Emotion Recognition
— Unverified Privacy-Preserving Graph Convolutional Networks for Text Classification Feb 10, 2021 Classification General Classification
Code Code Available CNN Application in Detection of Privileged Documents in Legal Document Review Feb 9, 2021 text-classification Text Classification
— Unverified Unsupervised Sentence-embeddings by Manifold Approximation and Projection Feb 7, 2021 Sentence Sentence Embeddings
Code Code Available Exclusive Topic Modeling Feb 6, 2021 text-classification Text Classification
— Unverified Concentrated Document Topic Model Feb 6, 2021 model text-classification
— Unverified One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages Feb 4, 2021 All Hyperparameter Optimization
— Unverified Detecting Bias in Transfer Learning Approaches for Text Classification Feb 3, 2021 Classification General Classification
— Unverified Clickbait Headline Detection in Indonesian News Sites using Multilingual Bidirectional Encoder Representations from Transformers (M-BERT) Feb 2, 2021 Clickbait Detection Language Modeling
— Unverified Scaling Federated Learning for Fine-tuning of Large Language Models Feb 1, 2021 Federated Learning Sentiment Analysis
— Unverified Mixup Regularized Adversarial Networks for Multi-Domain Text Classification Jan 31, 2021 Classification General Classification
— Unverified A Simple yet Brisk and Efficient Active Learning Platform for Text Classification Jan 31, 2021 Active Learning BIG-bench Machine Learning
Code Code Available Learning From Human Correction Jan 30, 2021 Deep Learning General Classification
Code Code Available ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models Jan 30, 2021 Classification General Classification
— Unverified Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification? Jan 22, 2021 BIG-bench Machine Learning Classification
— Unverified Multilingual Pre-Trained Transformers and Convolutional NN Classification Models for Technical Domain Identification Jan 22, 2021 General Classification text-classification
— Unverified Adv-OLM: Generating Textual Adversaries via OLM Jan 21, 2021 Sentence text-classification
Code Code Available HinFlair: pre-trained contextual string embeddings for pos tagging and text classification in the Hindi language Jan 18, 2021 Classification General Classification
— Unverified Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation Jan 18, 2021 Classification General Classification
— Unverified Classification of Pedagogical content using conventional machine learning and deep learning model Jan 18, 2021 BIG-bench Machine Learning General Classification
— Unverified Model Compression for Domain Adaptation through Causal Effect Estimation Jan 18, 2021 Domain Adaptation Model Compression
Code Code Available Text Augmentation in a Multi-Task View Jan 14, 2021 Data Augmentation Text Augmentation
— Unverified geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification Jan 13, 2021 Classification General Classification
— Unverified Experimental Evaluation of Deep Learning models for Marathi Text Classification Jan 13, 2021 Classification Deep Learning
— Unverified Evaluating Deep Learning Approaches for Covid19 Fake News Detection Jan 11, 2021 Deep Learning Fake News Detection
— Unverified 