Text Classification

Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers EMNLP 2023 Large Language Models are legal but they are not: Making the case for a powerful LegalLLM EMNLP 2023 Large Language Models As Annotators: A Preliminary Evaluation For Annotating Low-Resource Language Content AACL 2023 lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies SemEval 2023 LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023 Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach MLHC 2023 Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 2023 Learning to Select from Multiple Options AAAI 2023 Learning Transformer Programs NeurIPS 2023 Learning under Label Proportions for Text Classification EMNLP 2023 Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection ACL 2023 LEDA: a Large-Organization Email-Based Decision-Dialogue-Act Analysis Dataset ACL 2023 Legal Judgment Prediction: If You Are Going to Do It, Do It Right EMNLP 2023 Legally Enforceable Hate Speech Detection for Public Forums EMNLP 2023 Legal NLP Meets MiCAR: Advancing the Analysis of Crypto White Papers EMNLP 2023 Legend at ArAIEval Shared Task: Persuasion Technique Detection using a Language-Agnostic Text Representation Model EMNLP 2023 Length Does Matter: Summary Length can Bias Summarization Metrics EMNLP 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023 Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction ACL 2023 Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023 LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ACL 2023 Lexicools at SemEval-2023 Task 10: Sexism Lexicon Construction via XAI SemEval 2023 Linear Classifier: An Often-Forgotten Baseline for Text Classification ACL 2023 Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023 Linguistic Compression in Single-Sentence Human-Written Summaries EMNLP 2023