text classification

Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022 DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022 Double Trouble: How to not Explain a Text Classifier’s Decisions Using Counterfactuals Synthesized by Masked Language Models? AACL 2022 DropMix: A Textual Data Augmentation Combining Dropout with Mixup EMNLP 2022 DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SemEval 2022 DuluthNLP at SemEval-2022 Task 7: Classifying Plausible Alternatives with Pre–trained ELECTRA SemEval 2022 Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022 Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022 E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression ACL 2022 Early Stopping Based on Unlabeled Samples in Text Classification ACL 2022 Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification NAACL 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 Edinburgh_UCL_Health@SMM4H’22: From Glove to Flair for handling imbalanced healthcare corpora related to Adverse Drug Events, Change in medication and self-reporting vaccination COLING 2022 Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022 Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022 Efficient Classification of Long Documents Using Transformers ACL 2022 Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022 Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ACL 2022 EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ACL 2022 EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition ACL 2022 Emoji Sentiment Roles for Sentiment Analysis: A Case Study in Arabic Texts EMNLP 2022 EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian Countries COLING 2022 EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts AACL 2022 Emotion Analysis of Writers and Readers of Japanese Tweets on Vaccinations ACL 2022 Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022