| Learning Fine-Grained Grounded Citations for Attributed Large Language Models | Aug 8, 2024 | In-Context Learning | CodeCode Available | 1 |
| LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language Models | Aug 2, 2024 | In-Context LearningLog Parsing | CodeCode Available | 1 |
| ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models | Aug 2, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models | Aug 1, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 1 |
| Adversarial Text Rewriting for Text-aware Recommender Systems | Aug 1, 2024 | Adversarial TextIn-Context Learning | CodeCode Available | 1 |
| QUITO: Accelerating Long-Context Reasoning through Query-Guided Context Compression | Aug 1, 2024 | In-Context Learning | CodeCode Available | 1 |
| Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism | Jul 24, 2024 | In-Context Learning | CodeCode Available | 1 |
| Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction | Jul 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Fine-tuning Multimodal Large Language Models for Product Bundling | Jul 16, 2024 | In-Context LearningMultiple-choice | CodeCode Available | 1 |
| Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems | Jul 15, 2024 | In-Context LearningRAG | CodeCode Available | 1 |
| Visual Prompt Selection for In-Context Learning Segmentation | Jul 14, 2024 | DiversityImage Segmentation | CodeCode Available | 1 |
| Unmasking Trees for Tabular Data | Jul 8, 2024 | Density EstimationImputation | CodeCode Available | 1 |
| One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts | Jun 28, 2024 | In-Context LearningSemantic Similarity | CodeCode Available | 1 |
| STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis | Jun 27, 2024 | In-Context Learning | CodeCode Available | 1 |
| Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification | Jun 25, 2024 | Contrastive Learningfew-shot-htc | CodeCode Available | 1 |
| Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning | Jun 21, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| ICLEval: Evaluating In-Context Learning Ability of Large Language Models | Jun 21, 2024 | In-Context Learning | CodeCode Available | 1 |
| Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data | Jun 20, 2024 | In-Context Learning | CodeCode Available | 1 |
| LIVE: Learnable In-Context Vector for Visual Question Answering | Jun 19, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| Learning to Generate Answers with Citations via Factual Consistency Models | Jun 19, 2024 | In-Context Learning | CodeCode Available | 1 |
| MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction | Jun 18, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? | Jun 18, 2024 | In-Context Learning | CodeCode Available | 1 |
| Soft Prompting for Unlearning in Large Language Models | Jun 17, 2024 | In-Context LearningMachine Unlearning | CodeCode Available | 1 |
| Probing the Decision Boundaries of In-context Learning in Large Language Models | Jun 17, 2024 | Binary ClassificationIn-Context Learning | CodeCode Available | 1 |
| Are Large Language Models Good Statisticians? | Jun 12, 2024 | In-Context Learning | CodeCode Available | 1 |
