| Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration | Dec 5, 2022 | Few-Shot LearningFew-Shot Text Classification | —Unverified | 0 |
| Can In-context Learners Learn a Reasoning Concept from Demonstrations? | Dec 3, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| What learning algorithm is in-context learning? Investigations with linear models | Nov 28, 2022 | In-Context Learningregression | CodeCode Available | 0 |
| Complementary Explanations for Effective In-Context Learning | Nov 25, 2022 | In-Context Learning | CodeCode Available | 0 |
| Retrieval-Augmented Multimodal Language Modeling | Nov 22, 2022 | Caption GenerationImage Captioning | —Unverified | 0 |
| Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models | Nov 19, 2022 | Domain GeneralizationIn-Context Learning | —Unverified | 0 |
| On the Compositional Generalization Gap of In-Context Learning | Nov 15, 2022 | In-Context LearningSemantic Parsing | —Unverified | 0 |
| Teaching Algorithmic Reasoning via In-context Learning | Nov 15, 2022 | In-Context Learning | —Unverified | 0 |
| Prompting Language Models for Linguistic Structure | Nov 15, 2022 | ChunkingIn-Context Learning | —Unverified | 0 |
| Two-stage LLM Fine-tuning with Less Specialization and More Generalization | Nov 1, 2022 | Binary ClassificationDomain Generalization | —Unverified | 0 |
