| CrossQuant: A Post-Training Quantization Method with Smaller Quantization Kernel for Precise Large Language Model Compression | Oct 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System | Oct 10, 2024 | Large Language ModelQuestion Answering | —Unverified | 0 |
| Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data | Oct 10, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Recent advancements in LLM Red-Teaming: Techniques, Defenses, and Ethical Considerations | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| QuAILoRA: Quantization-Aware Initialization for LoRA | Oct 9, 2024 | Causal Language ModelingGPU | —Unverified | 0 |
| AuditWen:An Open-Source Large Language Model for Audit | Oct 9, 2024 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| Enhancing Multimodal LLM for Detailed and Accurate Video Captioning using Multi-Round Preference Optimization | Oct 9, 2024 | Audio captioningLarge Language Model | —Unverified | 0 |
| Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis | Oct 9, 2024 | Image GenerationLanguage Modelling | —Unverified | 0 |
| Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning | Oct 9, 2024 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 |
| LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning | Oct 9, 2024 | Large Language ModelMotion Captioning | —Unverified | 0 |
| Large Language Model Compression with Neural Architecture Search | Oct 9, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| TinyEmo: Scaling down Emotional Reasoning via Metric Projection | Oct 9, 2024 | Bias DetectionClassification | CodeCode Available | 0 |
| Uncovering Factor Level Preferences to Improve Human-Model Alignment | Oct 9, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning | Oct 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Reproducing and Extending Experiments in Behavioral Strategy with Large Language Models | Oct 9, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Personal Intelligence System UniLM: Hybrid On-Device Small Language Model and Server-Based Large Language Model for Malay Nusantara | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| I Want to Break Free! Persuasion and Anti-Social Behavior of LLMs in Multi-Agent Settings with Social Hierarchy | Oct 9, 2024 | Large Language ModelPersuasiveness | CodeCode Available | 0 |
| FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding | Oct 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging | Oct 8, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Jet Expansions of Residual Computation | Oct 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Accelerated Preference Optimization for Large Language Model Alignment | Oct 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling | Oct 8, 2024 | document understandingLanguage Modeling | CodeCode Available | 2 |
| TeaserGen: Generating Teasers for Long Documentaries | Oct 8, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models | Oct 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Session Client-Centered Treatment Outcome Evaluation in Psychotherapy | Oct 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |