| Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models | Jun 5, 2023 | Fact VerificationIn-Context Learning | CodeCode Available | 0 | 5 |
| Instructed Language Models with Retrievers Are Powerful Entity Linkers | Nov 6, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 0 | 5 |
| Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning | Jul 28, 2023 | 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 |
| Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs | Jul 8, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 | 5 |
| Enhanced Transformer architecture for in-context learning of dynamical systems | Oct 4, 2024 | In-Context LearningZero-Shot 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 |
| Engineering Serendipity through Recommendations of Items with Atypical Aspects | May 29, 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 |
| "A good pun is its own reword": Can Large Language Models Understand Puns? | Apr 21, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 | 5 |
| Benchmarking Machine Translation with Cultural Awareness | May 23, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 0 | 5 |
| Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models | Mar 20, 2025 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models | Jul 12, 2024 | In-Context LearningRelation | CodeCode Available | 0 | 5 |
| A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation | Feb 22, 2024 | Fracture detectionIn-Context Learning | 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 |
| RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models | Jul 6, 2023 | Continual LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning | Jun 20, 2024 | Ensemble LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning with Hypothesis-Class Guidance | Feb 27, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| A Simple Baseline for Knowledge-Based Visual Question Answering | Oct 20, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 | 5 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-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 |
| Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors | Oct 17, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| CoT-TL: Low-Resource Temporal Knowledge Representation of Planning Instructions Using Chain-of-Thought Reasoning | Oct 21, 2024 | Formal LogicIn-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 | 5 |
