Large Language Models

Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE EMNLP 2022 Just Fine-tune Twice: Selective Differential Privacy for Large Language Models EMNLP 2022 KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022 KinyaBERT: a Morphology-aware Kinyarwanda Language Model ACL 2022 Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification ACL 2022 Knowledge Inheritance for Pre-trained Language Models NAACL 2022 Knowledge Neurons in Pretrained Transformers ACL 2022 Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022 Kronecker Decomposition for GPT Compression ACL 2022 Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained Models EMNLP 2022 Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models EMNLP 2022 Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022 Language Models Understand Us, Poorly EMNLP 2022 Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022 Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ACL 2022 Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022 Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022 Learning to Rank Visual Stories From Human Ranking Data ACL 2022 Learning To Retrieve Prompts for In-Context Learning NAACL 2022 Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022 Life after BERT: What do Other Muppets Understand about Language? ACL 2022 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022 Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022 LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022