| Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer | Nov 22, 2023 | DiversityIn-Context Learning | CodeCode Available | 1 |
| XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs | Nov 15, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models | Nov 15, 2023 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| The Transient Nature of Emergent In-Context Learning in Transformers | Nov 14, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
| Are Large Language Models Temporally Grounded? | Nov 14, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA | Nov 14, 2023 | In-Context LearningProgram Synthesis | CodeCode Available | 1 |
| Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models | Nov 13, 2023 | Document-level Relation ExtractionIn-Context Learning | CodeCode Available | 1 |
| Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer | Nov 12, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction | Nov 11, 2023 | Event Argument ExtractionIn-Context Learning | CodeCode Available | 1 |
| In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering | Nov 11, 2023 | In-Context LearningStyle Transfer | CodeCode Available | 1 |
