Large Language Models

On Curriculum Learning for Commonsense Reasoning NAACL 2022 On Robust Prefix-Tuning for Text Classification ICLR 2022 On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022 On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? NAACL 2022 On the Robustness of Reading Comprehension Models to Entity Renaming NAACL 2022 Open-Domain Dialog Evaluation Using Follow-Ups Likelihood COLING 2022 Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022 P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts ICLR 2022 Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models COLING 2022 PCBERT: Parent and Child BERT for Chinese Few-shot NER COLING 2022 Plug-and-Play Adaptation for Continuously-updated QA ACL 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022 Pre-Trained Language Models for Interactive Decision-Making NeurIPS 2022 Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022 Probing for the Usage of Grammatical Number ACL 2022 Probing Pretrained Models of Source Codes EMNLP 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Prompt-learning for Fine-grained Entity Typing EMNLP 2022 Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022 Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022 Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022 Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022 Red Teaming Language Models with Language Models EMNLP 2022 Reframing Human-AI Collaboration for Generating Free-Text Explanations NAACL 2022 Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022