Text Classification

Adversarial Perturbations Augmented Language Models for Euphemism Identification EMNLP 2022 Adversarial Sample Generation for Aspect based Sentiment Classification AACL 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022 A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification EMNLP 2022 AfriTeVA: Extending ?Small Data? Pretraining Approaches to Sequence-to-Sequence Models NAACL 2022 “Again, Dozens of Refugees Drowned”: A Computational Study of Political Framing Evoked by Presuppositions NAACL 2022 A Generalized Method for Automated Multilingual Loanword Detection COLING 2022 Agent-Specific Deontic Modality Detection in Legal Language EMNLP 2022 aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining EMNLP 2022 akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection SemEval 2022 A Legal Approach to Hate Speech – Operationalizing the EU’s Legal Framework against the Expression of Hatred as an NLP Task EMNLP 2022 AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models SemEval 2022 ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification AAAI 2022 Alternative non-BERT model choices for the textual classification in low-resource languages and environments NAACL 2022 ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022 AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022 AMEX AI Labs at SemEval-2022 Task 10: Contextualized fine-tuning of BERT for Structured Sentiment Analysis SemEval 2022 “Am I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses EMNLP 2022 AMR-DA: Data Augmentation by Abstract Meaning Representation ACL 2022 A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques EMNLP 2022 A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification CoNLL 2022 A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction NeurIPS 2022 Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory COLING 2022 Analyzing Biases to Spurious Correlations in Text Classification Tasks AACL 2022 Analyzing the Dialect Diversity in Multi-document Summaries COLING 2022