Text Classification

Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction ACL 2022 Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations NAACL 2022 FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ACL 2022 Fair NLP Models with Differentially Private Text Encoders EMNLP 2022 Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity ACL 2022 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification EMNLP 2022 FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction EMNLP 2022 Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection NAACL 2022 Federated Learning with Noisy User Feedback NAACL 2022 Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022 Few-Shot Learning with Siamese Networks and Label Tuning ACL 2022 Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline COLING 2022 FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022 FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification ACL 2022 Findings of the Shared Task on Detecting Signs of Depression from Social Media ACL 2022 Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification EMNLP 2022 Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads EMNLP 2022 Fixing Model Bugs with Natural Language Patches EMNLP 2022 Flexible Instance-Specific Rationalization of NLP Models AAAI 2022 Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning ACL 2022 Fooling Explanations in Text Classifiers ICLR 2022 FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022 Fraunhofer FKIE @ SMM4H 2022: System Description for Shared Tasks 2, 4 and 9 COLING 2022 French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022