| Towards Explainable Conversational Recommender Systems | May 27, 2023 | Explainable RecommendationExplanation Generation | CodeCode Available | 1 |
| PFNs4BO: In-Context Learning for Bayesian Optimization | May 27, 2023 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Augmenting Large Language Model Translators via Translation Memories | May 27, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended) | May 26, 2023 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation | May 26, 2023 | Domain GeneralizationIn-Context Learning | CodeCode Available | 1 |
| A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks | May 26, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning | May 26, 2023 | In-Context Learning | —Unverified | 0 |
| Large Language Models Are Partially Primed in Pronoun Interpretation | May 26, 2023 | In-Context Learning | CodeCode Available | 0 |
| A Closer Look at In-Context Learning under Distribution Shifts | May 26, 2023 | In-Context Learning | CodeCode Available | 1 |
| Language Models Implement Simple Word2Vec-style Vector Arithmetic | May 25, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs | May 25, 2023 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| Exploring Diverse In-Context Configurations for Image Captioning | May 24, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| Are Chatbots Ready for Privacy-Sensitive Applications? An Investigation into Input Regurgitation and Prompt-Induced Sanitization | May 24, 2023 | In-Context Learning | —Unverified | 0 |
| Estimating Large Language Model Capabilities without Labeled Test Data | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing | May 24, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| Coverage-based Example Selection for In-Context Learning | May 24, 2023 | In-Context LearningInformativeness | CodeCode Available | 1 |
| OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning | May 24, 2023 | Data AugmentationFact Checking | CodeCode Available | 0 |
| Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy | May 24, 2023 | In-Context LearningMultiple-choice | CodeCode Available | 0 |
| Universal Self-Adaptive Prompting | May 24, 2023 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models | May 24, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 1 |
| Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance | May 24, 2023 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 |
| ExpertPrompting: Instructing Large Language Models to be Distinguished Experts | May 24, 2023 | In-Context LearningInstruction Following | CodeCode Available | 2 |
| Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning | May 24, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Adversarial Demonstration Attacks on Large Language Models | May 24, 2023 | In-Context Learning | —Unverified | 0 |
| Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations | May 24, 2023 | In-Context Learning | CodeCode Available | 0 |
