| Adversarial Demonstration Attacks on Large Language Models | 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 |
| Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy | May 24, 2023 | In-Context LearningMultiple-choice | CodeCode Available | 0 |
| Are Chatbots Ready for Privacy-Sensitive Applications? An Investigation into Input Regurgitation and Prompt-Induced Sanitization | May 24, 2023 | In-Context Learning | —Unverified | 0 |
| Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing | May 24, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning | May 24, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Skill-Based Few-Shot Selection for In-Context Learning | May 23, 2023 | In-Context LearningSemantic Parsing | —Unverified | 0 |
| Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment | May 23, 2023 | DescriptiveIn-Context Learning | CodeCode Available | 0 |
| Concept-aware Training Improves In-context Learning Ability of Language Models | May 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Dr.ICL: Demonstration-Retrieved In-context Learning | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Exploring Chain-of-Thought Style Prompting for Text-to-SQL | May 23, 2023 | In-Context LearningSQL Parsing | —Unverified | 0 |
| In-Context Probing: Toward Building Robust Classifiers via Probing Large Language Models | May 23, 2023 | In-Context Learning | —Unverified | 0 |
| Exploring Self-supervised Logic-enhanced Training for Large Language Models | May 23, 2023 | In-Context LearningLogical Reasoning | CodeCode Available | 0 |
| Benchmarking Machine Translation with Cultural Awareness | May 23, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Make a Choice! Knowledge Base Question Answering with In-Context Learning | May 23, 2023 | In-Context LearningKnowledge Base Question Answering | —Unverified | 0 |
| CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation | May 23, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| Active Learning Principles for In-Context Learning with Large Language Models | May 23, 2023 | Active LearningDiversity | —Unverified | 0 |
| Meta-in-context learning in large language models | May 22, 2023 | In-Context LearningMulti-Armed Bandits | CodeCode Available | 0 |
| Explaining Emergent In-Context Learning as Kernel Regression | May 22, 2023 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations | May 22, 2023 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination | May 22, 2023 | DiversityGeneral Knowledge | CodeCode Available | 0 |
| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding | May 22, 2023 | GPUIn-Context Learning | —Unverified | 0 |
| Iterative Forward Tuning Boosts In-Context Learning in Language Models | May 22, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 0 |
| Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies | May 21, 2023 | DiversityIn-Context Learning | —Unverified | 0 |
