| Text as Images: Can Multimodal Large Language Models Follow Printed Instructions in Pixels? | Nov 29, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties | Nov 28, 2023 | In-Context LearningVideo Understanding | CodeCode Available | 1 |
| DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer | Nov 27, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges | Nov 27, 2023 | In-Context LearningMachine Unlearning | —Unverified | 0 |
| FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models | Nov 27, 2023 | Active LearningIn-Context Learning | CodeCode Available | 1 |
| WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models | Nov 27, 2023 | In-Context Learning | CodeCode Available | 1 |
| AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations | Nov 22, 2023 | Common Sense ReasoningGSM8K | CodeCode Available | 0 |
| Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer | Nov 22, 2023 | DiversityIn-Context Learning | CodeCode Available | 1 |
| In-Context Learning Functions with Varying Number of Minima | Nov 21, 2023 | In-Context Learning | CodeCode Available | 0 |
| Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning | Nov 20, 2023 | Domain AdaptationIn-Context Learning | —Unverified | 0 |
| On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software | Nov 20, 2023 | In-Context Learning | —Unverified | 0 |
| Few-Shot Classification & Segmentation Using Large Language Models Agent | Nov 19, 2023 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems | Nov 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Exploring the Relationship between In-Context Learning and Instruction Tuning | Nov 17, 2023 | In-Context Learning | —Unverified | 0 |
| Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals | Nov 16, 2023 | counterfactualIn-Context Learning | —Unverified | 0 |
| More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering | Nov 16, 2023 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models | Nov 16, 2023 | Conversational SearchIn-Context Learning | CodeCode Available | 2 |
| Evaluating In-Context Learning of Libraries for Code Generation | Nov 16, 2023 | Code GenerationIn-Context Learning | 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 |
| GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks | Nov 16, 2023 | In-Context Learning | CodeCode Available | 0 |
| Leveraging Code to Improve In-context Learning for Semantic Parsing | Nov 16, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 |
| Multi-Step Dialogue Workflow Action Prediction | Nov 16, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification | Nov 16, 2023 | Extreme Multi-Label ClassificationIn-Context Learning | CodeCode Available | 0 |
| Hijacking Large Language Models via Adversarial In-Context Learning | Nov 16, 2023 | In-Context LearningSpecificity | CodeCode Available | 0 |
| Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning | Nov 16, 2023 | In-Context LearningMulti-class Classification | —Unverified | 0 |
