| Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning | Sep 23, 2024 | graph constructionIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 | 5 |
| Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasks | Nov 6, 2024 | In-Context LearningMamba | CodeCode Available | 0 | 5 |
| In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks | Oct 2, 2024 | In-Context LearningTransfer Learning | CodeCode Available | 0 | 5 |
| Can a Large Language Model Learn Matrix Functions In Context? | Nov 24, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes | Apr 4, 2024 | In-Context LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Are LLMs Reliable Translators of Logical Reasoning Across Lexically Diversified Contexts? | Jun 5, 2025 | Formal LogicIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning with Hypothesis-Class Guidance | Feb 27, 2025 | In-Context Learning | 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 |
| Inductive-bias Learning: Generating Code Models with Large Language Model | Aug 19, 2023 | Code GenerationIn-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 |
| How FaR Are Large Language Models From Agents with Theory-of-Mind? | Oct 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 | 5 |
| Are Large Language Models Table-based Fact-Checkers? | Feb 4, 2024 | Fact VerificationIn-Context Learning | CodeCode Available | 0 | 5 |
| DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning | Oct 26, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 | 5 |
| Calibrating LLM-Based Evaluator | Sep 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| In-Context Learning Improves Compositional Understanding of Vision-Language Models | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Efficient course recommendations with T5-based ranking and summarization | Jun 27, 2024 | In-Context LearningQuantization | CodeCode Available | 0 | 5 |
| Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies | Apr 5, 2024 | ArticlesIn-Context Learning | CodeCode Available | 0 | 5 |
| Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content? | Oct 8, 2024 | In-Context LearningMachine Translation | CodeCode Available | 0 | 5 |
| In-Context Learning Functions with Varying Number of Minima | Nov 21, 2023 | In-Context 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 |
| How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model? | Sep 3, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| CACER: Clinical Concept Annotations for Cancer Events and Relations | Sep 5, 2024 | Event ExtractionIn-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 |
