| MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning | May 22, 2025 | In-Context Learning | CodeCode Available | 0 |
| Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering | Nov 17, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| ScatterShot: Interactive In-context Example Curation for Text Transformation | Feb 14, 2023 | Active LearningIn-Context Learning | CodeCode Available | 0 |
| Understanding Prompt Tuning and In-Context Learning via Meta-Learning | May 22, 2025 | In-Context LearningMeta-Learning | CodeCode Available | 0 |
| MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning | May 2, 2025 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning | Jan 31, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study | Mar 19, 2025 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Conquering the Retina: Bringing Visual in-Context Learning to OCT | Jun 18, 2025 | In-Context LearningMedical Image Analysis | CodeCode Available | 0 |
| The representation landscape of few-shot learning and fine-tuning in large language models | Sep 5, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning | Sep 23, 2024 | graph constructionIn-Context Learning | CodeCode Available | 0 |
| SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation | Aug 9, 2024 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning | May 30, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Measuring and Modifying Factual Knowledge in Large Language Models | Jun 9, 2023 | In-Context Learning | CodeCode Available | 0 |
| Grounded Language Agent for Product Search via Intelligent Web Interactions | Apr 16, 2024 | Domain AdaptationIn-Context Learning | CodeCode Available | 0 |
| Inference and Verbalization Functions During In-Context Learning | Oct 12, 2024 | In-Context LearningNatural Language Inference | CodeCode Available | 0 |
| Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations | May 22, 2023 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Measuring Pointwise V-Usable Information In-Context-ly | Oct 18, 2023 | In-Context Learning | CodeCode Available | 0 |
| Measuring the Robustness of NLP Models to Domain Shifts | May 31, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale | Jun 23, 2023 | In-Context LearningSpeech Synthesis | CodeCode Available | 0 |
| Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? | Oct 14, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Inductive-bias Learning: Generating Code Models with Large Language Model | Aug 19, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| Evaluating In-Context Learning of Libraries for Code Generation | Nov 16, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks | Oct 2, 2024 | In-Context LearningTransfer Learning | CodeCode Available | 0 |
| The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding | Feb 13, 2025 | In-Context LearningMemorization | CodeCode Available | 0 |
| Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain | Nov 25, 2024 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
