| LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins | May 28, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| SLMRec: Distilling Large Language Models into Small for Sequential Recommendation | May 28, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders | May 27, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Video Enriched Retrieval Augmented Generation Using Aligned Video Captions | May 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Evolutionary Large Language Model for Automated Feature Transformation | May 25, 2024 | Efficient ExplorationEvolutionary Algorithms | CodeCode Available | 1 |
| Finetuning Large Language Model for Personalized Ranking | May 25, 2024 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization | May 24, 2024 | ClassificationFederated Learning | CodeCode Available | 1 |
| ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users | May 24, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search | May 24, 2024 | Code GenerationLanguage Modelling | CodeCode Available | 1 |
| Sparse Matrix in Large Language Model Fine-tuning | May 24, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| From Text to Pixel: Advancing Long-Context Understanding in MLLMs | May 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RecGPT: Generative Pre-training for Text-based Recommendation | May 21, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Token-wise Influential Training Data Retrieval for Large Language Models | May 20, 2024 | CPUGPU | CodeCode Available | 1 |
| RDRec: Rationale Distillation for LLM-based Recommendation | May 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Spectral Editing of Activations for Large Language Model Alignment | May 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring | May 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rank-DistiLLM: Closing the Effectiveness Gap Between Cross-Encoders and LLMs for Passage Re-Ranking | May 13, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application | May 7, 2024 | Collaborative FilteringLanguage Modeling | CodeCode Available | 1 |
| Mozart's Touch: A Lightweight Multi-modal Music Generation Framework Based on Pre-Trained Large Models | May 5, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD | May 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CoS: Enhancing Personalization and Mitigating Bias with Context Steering | May 2, 2024 | Bayesian InferenceLanguage Modelling | CodeCode Available | 1 |
| BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine | May 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Distillation Matters: Empowering Sequential Recommenders to Match the Performance of Large Language Model | May 1, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3 | May 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |