| Distinguishability Calibration to In-Context Learning | Feb 13, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning | May 20, 2024 | In-Context Learning | CodeCode Available | 0 |
| Graphical Reasoning: LLM-based Semi-Open Relation Extraction | Apr 30, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models | Oct 4, 2024 | Abstractive Text SummarizationArticles | CodeCode Available | 0 |
| Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack | Jul 23, 2024 | In-Context LearningNavigate | CodeCode Available | 0 |
| Graph Canvas for Controllable 3D Scene Generation | Nov 27, 2024 | In-Context LearningScene Generation | CodeCode Available | 0 |
| Grammar-based Game Description Generation using Large Language Models | Jul 24, 2024 | Evolutionary AlgorithmsGame Design | CodeCode Available | 0 |
| Stronger Random Baselines for In-Context Learning | Apr 19, 2024 | In-Context Learning | CodeCode Available | 0 |
| Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation | Apr 1, 2024 | Abstract Meaning RepresentationDialogue Evaluation | CodeCode Available | 0 |
| PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity Detection | Dec 16, 2024 | In-Context Learning | CodeCode Available | 0 |
| P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models | May 8, 2024 | In-Context Learningnamed-entity-recognition | CodeCode Available | 0 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | CodeCode Available | 0 |
| Unveiling Language Skills via Path-Level Circuit Discovery | Oct 2, 2024 | DisentanglementIn-Context Learning | CodeCode Available | 0 |
| Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion | Sep 26, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 0 |
| Automated Self-Refinement and Self-Correction for LLM-based Product Attribute Value Extraction | Jan 2, 2025 | AttributeAttribute Value Extraction | CodeCode Available | 0 |
| AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs | Sep 15, 2024 | In-Context LearningPICO | CodeCode Available | 0 |
| Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data | Oct 10, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| POE: Process of Elimination for Multiple Choice Reasoning | Oct 24, 2023 | In-Context LearningLogical Reasoning | CodeCode Available | 0 |
| A GPT-4 Reticular Chemist for Guiding MOF Discovery | Jun 20, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 0 |
| What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs | Apr 10, 2024 | In-Context Learningtoken-classification | CodeCode Available | 0 |
| Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignment | Jul 27, 2024 | In-Context Learningregression | CodeCode Available | 0 |
| 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 |
| Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation | Jul 8, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization | Jun 30, 2023 | AllIn-Context Learning | CodeCode Available | 0 |
| Automated Molecular Concept Generation and Labeling with Large Language Models | Jun 13, 2024 | In-Context Learning | CodeCode Available | 0 |
