| How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? | May 2, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention | Mar 17, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| CACER: Clinical Concept Annotations for Cancer Events and Relations | Sep 5, 2024 | Event ExtractionIn-Context Learning | CodeCode Available | 0 | 5 |
| Inference and Verbalization Functions During In-Context Learning | Oct 12, 2024 | In-Context LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 | 5 |
| Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 | Mar 30, 2024 | In-Context LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only | Jun 11, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning | Sep 16, 2023 | Date UnderstandingGSM8K | CodeCode Available | 0 | 5 |
| In-Context Learning with Hypothesis-Class Guidance | Feb 27, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning | Sep 23, 2024 | graph constructionIn-Context Learning | CodeCode Available | 0 | 5 |
| Deep Natural Language Feature Learning for Interpretable Prediction | Nov 9, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| In-Context Learning Functions with Varying Number of Minima | Nov 21, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| Humans and language models diverge when predicting repeating text | Oct 10, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning for Zero-Shot Speed Estimation of BLDC motors | Apr 1, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax | Nov 13, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models | Nov 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning Improves Compositional Understanding of Vision-Language Models | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning Dynamics with Random Binary Sequences | Oct 26, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning Learns Label Relationships but Is Not Conventional Learning | Jul 23, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| Dynamic Demonstrations Controller for In-Context Learning | Sep 30, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation | Apr 3, 2024 | DecoderEmpathetic Response Generation | CodeCode Available | 0 | 5 |
| Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning | Mar 21, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 | 5 |
| Building 3D In-Context Learning Universal Model in Neuroimaging | Mar 4, 2025 | DenoisingIn-Context Learning | CodeCode Available | 0 | 5 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 | 5 |
