| DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation | Mar 30, 2024 | Dataset DistillationIn-Context Learning | CodeCode Available | 1 | 5 |
| Can Foundation Models Help Us Achieve Perfect Secrecy? | May 27, 2022 | Federated LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| Fact-Checking Complex Claims with Program-Guided Reasoning | May 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 1 | 5 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
| ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models | Aug 2, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| From system models to class models: An in-context learning paradigm | Aug 25, 2023 | DecoderIn-Context Learning | CodeCode Available | 1 | 5 |
| DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models | Jan 4, 2024 | In-Context LearningTask-Oriented Dialogue Systems | CodeCode Available | 1 | 5 |
| Are Large Language Models Temporally Grounded? | Nov 14, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 | 5 |
| Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise | May 2, 2023 | counterfactualFew-Shot Learning | CodeCode Available | 1 | 5 |
| In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models | Sep 23, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| In-Context Learning User Simulators for Task-Oriented Dialog Systems | Jun 1, 2023 | Goal-Oriented Dialogue SystemsIn-Context Learning | CodeCode Available | 1 | 5 |
| kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference | Mar 24, 2023 | In-Context Learning | CodeCode Available | 1 | 5 |
| In-Context Learning Creates Task Vectors | Oct 24, 2023 | In-Context Learning | CodeCode Available | 1 | 5 |
| DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 | Mar 20, 2023 | BenchmarkingDe-identification | CodeCode Available | 1 | 5 |
| Fine-tuning Large Language Models for Adaptive Machine Translation | Dec 20, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization | Apr 25, 2024 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations | Oct 2, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 | 5 |
| In-Context Learning Demonstration Selection via Influence Analysis | Feb 19, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| CABINET: Content Relevance based Noise Reduction for Table Question Answering | Feb 2, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| In-Context Explainers: Harnessing LLMs for Explaining Black Box Models | Oct 9, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data | Jun 20, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models | Nov 27, 2023 | Active LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow Understanding | Sep 24, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing | Apr 10, 2025 | In-Context LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games | May 24, 2023 | Code GenerationCommon Sense Reasoning | CodeCode Available | 1 | 5 |
