| Analogical Reasoning Inside Large Language Models: Concept Vectors and the Limits of Abstraction | Mar 5, 2025 | In-Context LearningMultiple-choice | CodeCode Available | 0 |
| Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented Generation | Jan 28, 2025 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach | Sep 13, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking | Jul 4, 2023 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 0 |
| Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements | Oct 8, 2023 | Empathetic Response GenerationIn-Context Learning | CodeCode Available | 0 |
| Toward Unified Controllable Text Generation via Regular Expression Instruction | Sep 19, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning | May 16, 2025 | In-Context LearningMemorization | CodeCode Available | 0 |
| What Makes Multimodal In-Context Learning Work? | Apr 24, 2024 | In-Context Learning | CodeCode Available | 0 |
| Harnessing Large Language Models as Post-hoc Correctors | Feb 20, 2024 | In-Context Learning | CodeCode Available | 0 |
| Hallucination, Monofacts, and Miscalibration: An Empirical Investigation | Feb 11, 2025 | DecoderHallucination | CodeCode Available | 0 |
| Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions | Mar 5, 2025 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Out-of-distribution generalization via composition: a lens through induction heads in Transformers | Aug 18, 2024 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning | May 24, 2023 | Data AugmentationFact Checking | CodeCode Available | 0 |
| Hallucination Mitigation Prompts Long-term Video Understanding | Jun 17, 2024 | Answer GenerationHallucination | CodeCode Available | 0 |
| What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception | Nov 16, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary Algorithms | Mar 5, 2025 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Guiding In-Context Learning of LLMs through Quality Estimation for Machine Translation | Jun 12, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| PALLM: Evaluating and Enhancing PALLiative Care Conversations with Large Language Models | Sep 23, 2024 | In-Context Learning | CodeCode Available | 0 |
| Guiding ChatGPT to Generate Salient Domain Summaries | Jun 3, 2024 | In-Context Learning | CodeCode Available | 0 |
| Adaptive behavior with stable synapses | Apr 10, 2024 | In-Context Learning | CodeCode Available | 0 |
| ParaICL: Towards Parallel In-Context Learning | Mar 31, 2024 | In-Context LearningSemantic Similarity | CodeCode Available | 0 |
| GraphText: Graph Reasoning in Text Space | Oct 2, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Parallel Structures in Pre-training Data Yield In-Context Learning | Feb 19, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Automatic Short Math Answer Grading via In-context Meta-learning | May 30, 2022 | automatic short answer gradingIn-Context Learning | CodeCode Available | 0 |
| GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning | May 4, 2025 | In-Context Learning | CodeCode Available | 0 |
