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| Beyond the Black Box: A Statistical Model for LLM Reasoning and Inference | Feb 5, 2024 | In-Context LearningText Generation | —Unverified | 0 |
| MULTI: Multimodal Understanding Leaderboard with Text and Images | Feb 5, 2024 | In-Context LearningReading Comprehension | —Unverified | 0 |
| Enhancing the Stability of LLM-based Speech Generation Systems through Self-Supervised Representations | Feb 5, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| 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 |
| Are Large Language Models Table-based Fact-Checkers? | Feb 4, 2024 | Fact VerificationIn-Context Learning | CodeCode Available | 0 |
| Solution-oriented Agent-based Models Generation with Verifier-assisted Iterative In-context Learning | Feb 4, 2024 | In-Context Learning | —Unverified | 0 |
| The Developmental Landscape of In-Context Learning | Feb 4, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking | Feb 3, 2024 | Alldialog state tracking | CodeCode Available | 0 |