| Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models | Nov 14, 2023 | FairnessFew-Shot Learning | —Unverified | 0 |
| On-the-Fly Fusion of Large Language Models and Machine Translation | Nov 14, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Language Models are Better Bug Detector Through Code-Pair Classification | Nov 14, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| How are Prompts Different in Terms of Sensitivity? | Nov 13, 2023 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Speech-based Slot Filling using Large Language Models | Nov 13, 2023 | In-Context Learningslot-filling | —Unverified | 0 |
| Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning | Nov 13, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue | Nov 13, 2023 | Dialogue GenerationIn-Context Learning | CodeCode Available | 0 |
| In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax | Nov 13, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| In-context Learning and Gradient Descent Revisited | Nov 13, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Using Natural Language Explanations to Improve Robustness of In-context Learning | Nov 13, 2023 | In-Context LearningNatural Language Inference | CodeCode Available | 0 |
