| JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs | Feb 17, 2025 | ImputationIn-Context Learning | CodeCode Available | 2 | 5 |
| One for All: Towards Training One Graph Model for All Classification Tasks | Sep 29, 2023 | AllGraph Classification | CodeCode Available | 2 | 5 |
| Towards Interpretable Mental Health Analysis with Large Language Models | Apr 6, 2023 | Causal Emotion EntailmentEmotion Recognition | CodeCode Available | 2 | 5 |
| OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models | Feb 26, 2025 | In-Context LearningKnowledge Graphs | CodeCode Available | 2 | 5 |
| Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition | May 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 | 5 |
| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 | 5 |
| Grounding Language Models to Images for Multimodal Inputs and Outputs | Jan 31, 2023 | Image RetrievalIn-Context Learning | CodeCode Available | 2 | 5 |
| Point-In-Context: Understanding Point Cloud via In-Context Learning | Apr 18, 2024 | In-Context Learning | CodeCode Available | 2 | 5 |
| Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Dataset Augmented by ChatGPT | Apr 10, 2023 | Community DetectionGraph Classification | CodeCode Available | 2 | 5 |
| A Simple Image Segmentation Framework via In-Context Examples | Oct 7, 2024 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
