Large Language Models

KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022 Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion COLING 2022 KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation NAACL 2022 Large-Scale Differentially Private BERT EMNLP 2022 Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022 Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust? COLING 2022 LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NeurIPS 2022 Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022 Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances NAACL 2022 MetaPrompting: Learning to Learn Better Prompts COLING 2022 mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models ACL 2022 Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens NAACL 2022 MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022 MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022 Multi-Stage Prompting for Knowledgeable Dialogue Generation ACL 2022 Narrate Dialogues for Better Summarization EMNLP 2022 NaturalProver: Grounded Mathematical Proof Generation with Language Models NeurIPS 2022 NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022 On the Calibration of Massively Multilingual Language Models EMNLP 2022 On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022 On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022 Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022 Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language EMNLP 2022 Pre-Trained Language Models for Interactive Decision-Making NeurIPS 2022 Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022