| Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignment | Jul 27, 2024 | In-Context Learningregression | CodeCode Available | 0 |
| Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications | Jul 27, 2024 | In-Context Learning | —Unverified | 0 |
| LawLLM: Law Large Language Model for the US Legal System | Jul 27, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Many-Shot In-Context Learning for Molecular Inverse Design | Jul 26, 2024 | In-Context Learning | —Unverified | 0 |
| Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism | Jul 24, 2024 | In-Context Learning | CodeCode Available | 1 |
| Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning | Jul 24, 2024 | Anomaly DetectionIn-Context Learning | CodeCode Available | 0 |
| Grammar-based Game Description Generation using Large Language Models | Jul 24, 2024 | Evolutionary AlgorithmsGame Design | CodeCode Available | 0 |
| Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack | Jul 23, 2024 | In-Context LearningNavigate | CodeCode Available | 0 |
| PrimeGuard: Safe and Helpful LLMs through Tuning-Free Routing | Jul 23, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction | Jul 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data | Jul 23, 2024 | Binary ClassificationIn-Context Learning | —Unverified | 0 |
| Can Large Language Models Automatically Jailbreak GPT-4V? | Jul 23, 2024 | Face RecognitionIn-Context Learning | —Unverified | 0 |
| Multilingual Fine-Grained News Headline Hallucination Detection | Jul 22, 2024 | HallucinationHeadline Generation | —Unverified | 0 |
| In-Context Learning Improves Compositional Understanding of Vision-Language Models | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 |
| Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 |
| ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning | Jul 22, 2024 | Aspect-Based Sentiment AnalysisIn-Context Learning | —Unverified | 0 |
| Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned | Jul 21, 2024 | In-Context Learning | —Unverified | 0 |
| MIBench: Evaluating Multimodal Large Language Models over Multiple Images | Jul 21, 2024 | In-Context LearningMultiple-choice | —Unverified | 0 |
| Prompted Aspect Key Point Analysis for Quantitative Review Summarization | Jul 19, 2024 | In-Context LearningSentiment Analysis | CodeCode Available | 0 |
| ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness? | Jul 19, 2024 | BenchmarkingCode Generation | CodeCode Available | 7 |
| An Application of Large Language Models to Coding Negotiation Transcripts | Jul 18, 2024 | In-Context LearningZero-Shot Learning | —Unverified | 0 |
| FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking | Jul 18, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Learning-From-Mistakes Prompting for Indigenous Language Translation | Jul 18, 2024 | In-Context LearningTranslation | —Unverified | 0 |
| Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical Tasks | Jul 18, 2024 | In-Context LearningRAG | CodeCode Available | 0 |
| How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency | Jul 18, 2024 | In-Context Learning | —Unverified | 0 |
