| XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing | Oct 25, 2022 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Deep Natural Language Feature Learning for Interpretable Prediction | Nov 9, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning | Oct 7, 2024 | In-Context Learning | CodeCode Available | 0 |
| TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation | Feb 23, 2025 | In-Context LearningTabular Data Generation | CodeCode Available | 0 |
| Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures | May 17, 2025 | In-Context Learning | CodeCode Available | 0 |
| Deconstructing In-Context Learning: Understanding Prompts via Corruption | Apr 2, 2024 | In-Context Learning | CodeCode Available | 0 |
| Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs | Jul 8, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 |
| Prompted Aspect Key Point Analysis for Quantitative Review Summarization | Jul 19, 2024 | In-Context LearningSentiment Analysis | CodeCode Available | 0 |
| Can a Large Language Model Learn Matrix Functions In Context? | Nov 24, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Calibrating LLM-Based Evaluator | Sep 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Generating bilingual example sentences with large language models as lexicography assistants | Oct 4, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 |
| A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection | Dec 16, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Auto-ICL: In-Context Learning without Human Supervision | Nov 15, 2023 | In-Context Learning | CodeCode Available | 0 |
| Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning | Apr 11, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Take Off the Training Wheels Progressive In-Context Learning for Effective Alignment | Mar 13, 2025 | In-Context Learning | CodeCode Available | 0 |
| General-Purpose In-Context Learning by Meta-Learning Transformers | Dec 8, 2022 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars | May 25, 2024 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations | Oct 30, 2023 | In-Context Learning | CodeCode Available | 0 |
| TALEC: Teach Your LLM to Evaluate in Specific Domain with In-house Criteria by Criteria Division and Zero-shot Plus Few-shot | Jun 25, 2024 | In-Context LearningText Generation | CodeCode Available | 0 |
| Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models | Jun 6, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 0 |
| Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models | Jun 5, 2023 | Fact VerificationIn-Context Learning | CodeCode Available | 0 |
| G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models | May 31, 2025 | In-Context LearningKnowledge Graphs | CodeCode Available | 0 |
| From Natural Language to Extensive-Form Game Representations | Jan 28, 2025 | FormIn-Context Learning | CodeCode Available | 0 |
| Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies | Apr 5, 2024 | ArticlesIn-Context Learning | CodeCode Available | 0 |
| From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars | Nov 23, 2024 | DescriptiveIn-Context Learning | CodeCode Available | 0 |
