text classification

Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022 Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification EMNLP 2022 A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts ACL 2022 A Dataset for Detecting Humor in Telugu Social Media Text ACL 2022 A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict NAACL 2022 Adversarial Perturbations Augmented Language Models for Euphemism Identification EMNLP 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022 AfriTeVA: Extending ?Small Data? Pretraining Approaches to Sequence-to-Sequence Models NAACL 2022 AfroLID: A Neural Language Identification Tool for African Languages EMNLP 2022 AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022 “Again, Dozens of Refugees Drowned”: A Computational Study of Political Framing Evoked by Presuppositions NAACL 2022 A Hybrid Model of Classification and Generation for Spatial Relation Extraction COLING 2022 AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022 aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining EMNLP 2022 AIR-JPMC@SMM4H’22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks COLING 2022 AIR-JPMC@SMM4H’22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models COLING 2022 AIR-JPMC@SMM4H’22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling COLING 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 A Majority Voting Strategy of a SciBERT-based Ensemble Models for Detecting Entities in the Astrophysics Literature (Shared Task) AACL 2022 AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022 “Am I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses EMNLP 2022