| InCoRo: In-Context Learning for Robotics Control with Feedback Loops | Feb 7, 2024 | In-Context LearningScene Understanding | —Unverified | 0 |
| L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models | Feb 7, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Rethinking Skill Extraction in the Job Market Domain using Large Language Models | Feb 6, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| In-context learning agents are asymmetric belief updaters | Feb 6, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks | Feb 6, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 3 |
| Enhancing the Stability of LLM-based Speech Generation Systems through Self-Supervised Representations | Feb 5, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 |
| Is Mamba Capable of In-Context Learning? | Feb 5, 2024 | AutoMLIn-Context Learning | CodeCode Available | 1 |
| Automatic Combination of Sample Selection Strategies for Few-Shot Learning | Feb 5, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| A Complete Survey on Contemporary Methods, Emerging Paradigms and Hybrid Approaches for Few-Shot Learning | Feb 5, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| MULTI: Multimodal Understanding Leaderboard with Text and Images | Feb 5, 2024 | In-Context LearningReading Comprehension | —Unverified | 0 |
| Beyond the Black Box: A Statistical Model for LLM Reasoning and Inference | Feb 5, 2024 | In-Context LearningText Generation | —Unverified | 0 |
| The Developmental Landscape of In-Context Learning | Feb 4, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Are Large Language Models Table-based Fact-Checkers? | Feb 4, 2024 | Fact VerificationIn-Context Learning | CodeCode Available | 0 |
| AutoTimes: Autoregressive Time Series Forecasters via Large Language Models | Feb 4, 2024 | DecoderIn-Context Learning | CodeCode Available | 3 |
| KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion | Feb 4, 2024 | In-Context LearningKnowledge Graph Completion | CodeCode Available | 2 |
| Solution-oriented Agent-based Models Generation with Verifier-assisted Iterative In-context Learning | Feb 4, 2024 | In-Context Learning | —Unverified | 0 |
| SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking | Feb 3, 2024 | Alldialog state tracking | CodeCode Available | 0 |
| A Survey to Recent Progress Towards Understanding In-Context Learning | Feb 3, 2024 | In-Context Learning | —Unverified | 0 |
| Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities | Feb 2, 2024 | Acoustic Scene ClassificationAudio captioning | CodeCode Available | 5 |
| Retrieval Augmented End-to-End Spoken Dialog Models | Feb 2, 2024 | dialog state trackingIn-Context Learning | —Unverified | 0 |
| Natural language guidance of high-fidelity text-to-speech with synthetic annotations | Feb 2, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 9 |
| CABINET: Content Relevance based Noise Reduction for Table Question Answering | Feb 2, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape | Feb 2, 2024 | In-Context Learning | —Unverified | 0 |
| Can MLLMs Perform Text-to-Image In-Context Learning? | Feb 2, 2024 | Image GenerationImage to text | CodeCode Available | 1 |
