Large Language Models

PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022 PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation EMNLP 2022 Position-based Prompting for Health Outcome Generation ACL 2022 PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning IJCAI 2022 Predicting Fine-Tuning Performance with Probing EMNLP 2022 Pretrained Biomedical Language Models for Clinical NLP in Spanish ACL 2022 Pretrained Language Model in Continual Learning: A Comparative Study ICLR 2022 Pre-Trained Language Models for Interactive Decision-Making NeurIPS 2022 Pre-trained Language Models’ Interpretation of Evaluativity Implicature: Evidence from Gradable Adjectives Usage in Context NAACL 2022 Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022 Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge ACL 2022 Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022 PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022 Privacy-Preserving Models for Legal Natural Language Processing EMNLP 2022 Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022 Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022 Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022 Probing for Understanding of English Verb Classes and Alternations in Large Pre-trained Language Models EMNLP 2022 Probing Linguistic Information for Logical Inference in Pre-trained Language Models AAAI 2022 Probing Pretrained Models of Source Codes EMNLP 2022 Probing Simile Knowledge from Pre-trained Language Models ACL 2022 Probing via Prompting NAACL 2022 PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 2022 PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022 Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction ACL 2022