| Inductive-bias Learning: Generating Code Models with Large Language Model | Aug 19, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| Exploring Demonstration Ensembling for In-context Learning | Aug 17, 2023 | In-Context Learning | CodeCode Available | 0 |
| Building Emotional Support Chatbots in the Era of LLMs | Aug 17, 2023 | In-Context LearningNavigate | —Unverified | 0 |
| RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models | Aug 15, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
| The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation | Aug 14, 2023 | In-Context LearningInformativeness | CodeCode Available | 0 |
| Large Language Model Prompt Chaining for Long Legal Document Classification | Aug 8, 2023 | Document ClassificationIn-Context Learning | —Unverified | 0 |
| FLIRT: Feedback Loop In-context Red Teaming | Aug 8, 2023 | In-Context LearningRed Teaming | —Unverified | 0 |
| Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context Learning | Aug 7, 2023 | In-Context LearningMath | CodeCode Available | 0 |
| Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models | Aug 1, 2023 | In-Context LearningMath | —Unverified | 0 |
| Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning | Jul 28, 2023 | In-Context Learning | CodeCode Available | 0 |
| Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation | Jul 28, 2023 | Empathetic Response GenerationIn-Context Learning | —Unverified | 0 |
| Exploiting the Potential of Seq2Seq Models as Robust Few-Shot Learners | Jul 27, 2023 | DecoderFew-Shot Learning | —Unverified | 0 |
| Metric-Based In-context Learning: A Case Study in Text Simplification | Jul 27, 2023 | In-Context LearningText Simplification | CodeCode Available | 0 |
| In-Context Learning Learns Label Relationships but Is Not Conventional Learning | Jul 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| Controlling Equational Reasoning in Large Language Models with Prompt Interventions | Jul 19, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| SINC: Self-Supervised In-Context Learning for Vision-Language Tasks | Jul 15, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis | Jul 14, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| 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 |
| 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 |
| Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models | Jul 13, 2023 | In-Context Learningtext-classification | 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 |
