| CausalLM is not optimal for in-context learning | Aug 14, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining | Aug 10, 2023 | Audio GenerationIn-Context Learning | CodeCode Available | 4 |
| LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation | Aug 9, 2023 | Image GenerationIn-Context Learning | CodeCode Available | 1 |
| LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking | Aug 9, 2023 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models | Aug 9, 2023 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning | Aug 8, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| FLIRT: Feedback Loop In-context Red Teaming | Aug 8, 2023 | In-Context LearningRed Teaming | —Unverified | 0 |
| Large Language Model Prompt Chaining for Long Legal Document Classification | Aug 8, 2023 | Document ClassificationIn-Context Learning | —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 |
| Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models | Aug 3, 2023 | In-Context LearningNatural Language Understanding | CodeCode Available | 1 |
| Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models | Aug 1, 2023 | In-Context LearningMath | —Unverified | 0 |
| Scaling Sentence Embeddings with Large Language Models | Jul 31, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 |
| Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation | Jul 28, 2023 | Empathetic Response GenerationIn-Context Learning | —Unverified | 0 |
| Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning | Jul 28, 2023 | In-Context Learning | CodeCode Available | 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 |
| LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition | Jul 25, 2023 | In-Context Learning | CodeCode Available | 2 |
| In-Context Learning Learns Label Relationships but Is Not Conventional Learning | Jul 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples | Jul 21, 2023 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 1 |
| Controlling Equational Reasoning in Large Language Models with Prompt Interventions | Jul 19, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study | Jul 16, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Leveraging Large Language Models to Generate Answer Set Programs | Jul 15, 2023 | Formal LogicIn-Context Learning | CodeCode Available | 1 |
| SINC: Self-Supervised In-Context Learning for Vision-Language Tasks | Jul 15, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Learning to Retrieve In-Context Examples for Large Language Models | Jul 14, 2023 | In-Context LearningKnowledge Distillation | CodeCode Available | 1 |
| Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis | Jul 14, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
