| RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models | Jul 6, 2023 | Continual LearningIn-Context Learning | CodeCode Available | 0 |
| Scaling In-Context Demonstrations with Structured Attention | Jul 5, 2023 | DecoderIn-Context Learning | —Unverified | 0 |
| In-Context Learning for Attention Scheme: from Single Softmax Regression to Multiple Softmax Regression via a Tensor Trick | Jul 5, 2023 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking | Jul 4, 2023 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 0 |
| Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking | Jul 3, 2023 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| InstructEval: Systematic Evaluation of Instruction Selection Methods | Jul 1, 2023 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization | Jun 30, 2023 | AllIn-Context Learning | CodeCode Available | 0 |
| Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models | Jun 30, 2023 | Domain GeneralizationIn-Context Learning | CodeCode Available | 0 |
| SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs | Jun 30, 2023 | In-Context Learningmultimodal generation | —Unverified | 0 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | CodeCode Available | 0 |
| DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios | Jun 29, 2023 | Disaster ResponseIn-Context Learning | —Unverified | 0 |
| Supervised Pretraining Can Learn In-Context Reinforcement Learning | Jun 26, 2023 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Understanding In-Context Learning via Supportive Pretraining Data | Jun 26, 2023 | In-Context Learning | —Unverified | 0 |
| Automatic text-based speech overlap classification: A novel approach using Large Language Models | Jun 25, 2023 | In-Context LearningSpeech Interruption Detection | —Unverified | 0 |
| Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale | Jun 23, 2023 | In-Context LearningSpeech Synthesis | CodeCode Available | 0 |
| Potential Benefits of Employing Large Language Models in Research in Moral Education and Development | Jun 23, 2023 | In-Context Learning | —Unverified | 0 |
| A Survey on Multimodal Large Language Models | Jun 23, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair | Jun 21, 2023 | Code RepairFew-Shot Learning | —Unverified | 0 |
| A GPT-4 Reticular Chemist for Guiding MOF Discovery | Jun 20, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 0 |
| JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving | Jun 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Multilingual Few-Shot Learning via Language Model Retrieval | Jun 19, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| SynerGPT: In-Context Learning for Personalized Drug Synergy Prediction and Drug Design | Jun 19, 2023 | Drug DesignIn-Context Learning | —Unverified | 0 |
| Trained Transformers Learn Linear Models In-Context | Jun 16, 2023 | In-Context Learningregression | —Unverified | 0 |
| Language to Rewards for Robotic Skill Synthesis | Jun 14, 2023 | In-Context LearningLogical Reasoning | —Unverified | 0 |
| Augmenting Language Models with Long-Term Memory | Jun 12, 2023 | FormIn-Context Learning | —Unverified | 0 |
