Large Language Models

Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023 Not The End of Story: An Evaluation of ChatGPT-Driven Vulnerability Description Mappings ACL 2023 Numeric Magnitude Comparison Effects in Large Language Models ACL 2023 Offline RL for Natural Language Generation with Implicit Language Q Learning ICLR 2023 On Enhancing Fine-Tuning for Pre-trained Language Models EMNLP 2023 On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023 On the Calibration of Large Language Models and Alignment EMNLP 2023 On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research EMNLP 2023 On the Difference of BERT-style and CLIP-style Text Encoders ACL 2023 On the Expressive Flexibility of Self-Attention Matrices AAAI 2023 Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL 2023 Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023 Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023 OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models ACL 2023 Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023 PAC Prediction Sets for Large Language Models of Code ICML 2023 PAL: Program-aided Language Models ICML 2023 Parallel Context Windows for Large Language Models ACL 2023 Parameter-Efficient Fine-Tuning Design Spaces ICLR 2023 Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients EMNLP 2023 ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023 Pay Attention to the Robustness of Chinese Minority Language Models! Syllable-level Textual Adversarial Attack on Tibetan Script ACL 2023 PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits EMNLP 2023 PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023