| Data Distributional Properties Drive Emergent In-Context Learning in Transformers | Apr 22, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization | Feb 14, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction | Oct 10, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping | Oct 11, 2023 | In-Context LearningObject | CodeCode Available | 1 | 5 |
| Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning | Feb 24, 2024 | In-Context LearningOperator learning | CodeCode Available | 1 | 5 |
| Hypothesis Search: Inductive Reasoning with Language Models | Sep 11, 2023 | ARCIn-Context Learning | CodeCode Available | 1 | 5 |
| ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction | Mar 9, 2023 | Document AIIn-Context Learning | CodeCode Available | 1 | 5 |
| Coverage-based Example Selection for In-Context Learning | May 24, 2023 | In-Context LearningInformativeness | CodeCode Available | 1 | 5 |
| AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents | Oct 15, 2023 | In-Context LearningIn-Context Reinforcement Learning | CodeCode Available | 1 | 5 |
| Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning | May 18, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 | 5 |
| ICLEval: Evaluating In-Context Learning Ability of Large Language Models | Jun 21, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context Demonstrations | Feb 21, 2025 | DecoderDiversity | CodeCode Available | 1 | 5 |
| Attack Prompt Generation for Red Teaming and Defending Large Language Models | Oct 19, 2023 | In-Context LearningRed Teaming | CodeCode Available | 1 | 5 |
| How Transformers Learn Causal Structure with Gradient Descent | Feb 22, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration | Dec 7, 2023 | Data IntegrationEntity Resolution | CodeCode Available | 1 | 5 |
| Ada-Instruct: Adapting Instruction Generators for Complex Reasoning | Oct 6, 2023 | Code CompletionIn-Context Learning | CodeCode Available | 1 | 5 |
| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| How Far Are We from Intelligent Visual Deductive Reasoning? | Mar 7, 2024 | In-Context LearningVisual Reasoning | CodeCode Available | 1 | 5 |
| All in an Aggregated Image for In-Image Learning | Feb 28, 2024 | AllHallucination | CodeCode Available | 1 | 5 |
| How to Configure Good In-Context Sequence for Visual Question Answering | Dec 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? | Apr 19, 2024 | In-Context LearningRetrieval | CodeCode Available | 1 | 5 |
| ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought | Oct 26, 2023 | In-Context LearningText to SQL | CodeCode Available | 1 | 5 |
| 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 | 5 |
| IDAS: Intent Discovery with Abstractive Summarization | May 31, 2023 | Abstractive Text SummarizationDescriptive | CodeCode Available | 1 | 5 |
| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context Learning | CodeCode Available | 1 | 5 |
