Large Language Models

On Conditional and Compositional Language Model Differentiable Prompting IJCAI 2023 On Grounded Planning for Embodied Tasks with Language Models AAAI 2023 On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023 On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex EACL 2023 On “Scientific Debt” in NLP: A Case for More Rigour in Language Model Pre-Training Research ACL 2023 On Surgical Fine-tuning for Language Encoders EMNLP 2023 On the Automatic Generation and Simplification of Children’s Stories EMNLP 2023 On the Calibration of Large Language Models and Alignment EMNLP 2023 On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models NeurIPS 2023 On the Generalization Ability of Retrieval-Enhanced Transformers EACL 2023 On the Impact of Cross-Domain Data on German Language Models EMNLP 2023 On the Planning Abilities of Large Language Models - A Critical Investigation NeurIPS 2023 On the Role of Attention in Prompt-tuning ICML 2023 OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023 Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL 2023 Open-ended Long Text Generation via Masked Language Modeling ACL 2023 OpenICL: An Open-Source Framework for In-context Learning ACL 2023 OPI at SemEval-2023 Task 9: A Simple But Effective Approach to Multilingual Tweet Intimacy Analysis SemEval 2023 OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models ACL 2023 ORCA: A Challenging Benchmark for Arabic Language Understanding ACL 2023 Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023 Outlier Dimensions Encode Task Specific Knowledge EMNLP 2023 PAC Prediction Sets for Large Language Models of Code ICML 2023 PaLM-E: An Embodied Multimodal Language Model ICML 2023 PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023