text classification

Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022 Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation NAACL 2022 Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ACL 2022 Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022 Improving Graph-Based Text Representations with Character and Word Level N-grams AACL 2022 Improving Large-scale Paraphrase Acquisition and Generation EMNLP 2022 Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022 Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022 Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media Data COLING 2022 Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022 Innovators @ SMM4H’22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets COLING 2022 Innovators@SMM4H’22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets COLING 2022 Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022 Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022 Investigations of Performance and Bias in Human-AI Teamwork in Hiring AAAI 2022 Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 2022 ISD at SemEval-2022 Task 6: Sarcasm Detection Using Lightweight Models SemEval 2022 Is Encoder-Decoder Transformer the Shiny Hammer? COLING 2022 Is it out yet? Automatic Future Product Releases Extraction from Web Data EMNLP 2022 Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022 “It’s Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online EMNLP 2022 JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts SemEval 2022 JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods SemEval 2022 JCT at SemEval-2022 Task 6-A: Sarcasm Detection in Tweets Written in English and Arabic using Preprocessing Methods and Word N-grams SemEval 2022 Jetsons at the FinNLP-2022 ERAI Task: BERT-Chinese for mining high MPP posts EMNLP 2022