| XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages | May 19, 2023 | In-Context LearningMultilingual NLP | CodeCode Available | 1 |
| How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings | May 19, 2023 | In-Context LearningRetrieval | CodeCode Available | 1 |
| Learning In-context Learning for Named Entity Recognition | May 18, 2023 | Diversityfew-shot-ner | CodeCode Available | 1 |
| Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning | May 17, 2023 | In-Context Learning | CodeCode Available | 1 |
| Can Language Models Solve Graph Problems in Natural Language? | May 17, 2023 | In-Context LearningKnowledge Probing | CodeCode Available | 1 |
| Pre-Training to Learn in Context | May 16, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning | May 16, 2023 | In-Context Learning | CodeCode Available | 1 |
| Text Classification via Large Language Models | May 15, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| Small Models are Valuable Plug-ins for Large Language Models | May 15, 2023 | In-Context Learning | CodeCode Available | 1 |
| Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation | May 12, 2023 | HallucinationIn-Context Learning | CodeCode Available | 1 |
