| The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms | Jul 14, 2023 | In-Context LearningScheduling | —Unverified | 0 |
| Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation | Jul 14, 2023 | Aspect-Based Sentiment AnalysisAttribute | CodeCode Available | 1 |
| Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models | Jul 13, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study | Jul 13, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| AutoHint: Automatic Prompt Optimization with Hint Generation | Jul 13, 2023 | Hint GenerationIn-Context Learning | CodeCode Available | 0 |
| Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps | Jul 11, 2023 | In-Context LearningSentiment Analysis | CodeCode Available | 0 |
| Large Language Models as General Pattern Machines | Jul 10, 2023 | ARCIn-Context Learning | —Unverified | 0 |
| Assessing the efficacy of large language models in generating accurate teacher responses | Jul 9, 2023 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention | Jul 7, 2023 | In-Context Learningregression | —Unverified | 0 |
| RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models | Jul 6, 2023 | Continual LearningIn-Context Learning | CodeCode Available | 0 |
