| DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task | Jun 24, 2024 | In-Context LearningPassage Ranking | CodeCode Available | 0 |
| Finding Transformer Circuits with Edge Pruning | Jun 24, 2024 | In-Context LearningLanguage Modelling | CodeCode Available | 2 |
| Token-based Decision Criteria Are Suboptimal in In-context Learning | Jun 24, 2024 | ClassificationIn-Context Learning | CodeCode Available | 0 |
| Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning | Jun 23, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Uncovering Hidden Intentions: Exploring Prompt Recovery for Deeper Insights into Generated Texts | Jun 22, 2024 | In-Context Learning | —Unverified | 0 |
| Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding are Both the Problem | Jun 21, 2024 | In-Context LearningMachine Translation | —Unverified | 0 |
| Automated radiotherapy treatment planning guided by GPT-4Vision | Jun 21, 2024 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| ICLEval: Evaluating In-Context Learning Ability of Large Language Models | Jun 21, 2024 | In-Context Learning | CodeCode Available | 1 |
| Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning | Jun 21, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought | Jun 20, 2024 | Action AnticipationContinual Learning | —Unverified | 0 |
| Learning to Retrieve Iteratively for In-Context Learning | Jun 20, 2024 | Combinatorial OptimizationIn-Context Learning | —Unverified | 0 |
| Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study | Jun 20, 2024 | In-Context LearningKnowledge Distillation | CodeCode Available | 2 |
| Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary | Jun 20, 2024 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| Data-Centric AI in the Age of Large Language Models | Jun 20, 2024 | In-Context LearningTransfer Learning | —Unverified | 0 |
| Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning | Jun 20, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 0 |
| SeCoKD: Aligning Large Language Models for In-Context Learning with Fewer Shots | Jun 20, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data | Jun 20, 2024 | In-Context Learning | CodeCode Available | 1 |
| When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models | Jun 19, 2024 | In-Context Learning | CodeCode Available | 0 |
| Learning to Generate Answers with Citations via Factual Consistency Models | Jun 19, 2024 | In-Context Learning | CodeCode Available | 1 |
| In-Context Learning on a Budget: A Case Study in Token Classification | Jun 19, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| LIVE: Learnable In-Context Vector for Visual Question Answering | Jun 19, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| In-Context In-Context Learning with Transformer Neural Processes | Jun 19, 2024 | In-Context LearningMeta-Learning | —Unverified | 0 |
| ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models | Jun 19, 2024 | ClusteringIn-Context Learning | —Unverified | 0 |
| Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning | Jun 19, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations | Jun 19, 2024 | In-Context Learning | —Unverified | 0 |
