Text Classification

Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023 Pre-trained language models in Spanish for health insurance coverage ACL 2023 Pretrained Language Models v. Court Ruling Predictions: A Case Study on a Small Dataset of French Court of Appeal Rulings EMNLP 2023 Primacy Effect of ChatGPT EMNLP 2023 Privacy- and Utility-Preserving NLP with Anonymized data: A case study of Pseudonymization ACL 2023 Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023 Problematic Webpage Identification: A Trilogy of Hatespeech, Search Engines and GPT ACL 2023 Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring ACL 2023 PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023 Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models EMNLP 2023 Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023 PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023 PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023 ProtoryNet - Interpretable Text Classification Via Prototype Trajectories JMLR 2023 Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification ACL 2023 Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers ACL 2023 PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023 Pulling Out All The Full Stops: Punctuation Sensitivity in Neural Machine Translation and Evaluation ACL 2023 Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models NeurIPS 2023 PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023 QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism SemEval 2023 Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding EMNLP 2023 Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets CoNLL 2023 RADAR: Robust AI-Text Detection via Adversarial Learning NeurIPS 2023 RadLing: Towards Efficient Radiology Report Understanding ACL 2023