| M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions | May 26, 2024 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers | May 26, 2024 | intent-classificationIntent Classification | CodeCode Available | 0 |
| LoQT: Low-Rank Adapters for Quantized Pretraining | May 26, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| AdaFisher: Adaptive Second Order Optimization via Fisher Information | May 26, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 2 |
| Chain of Tools: Large Language Model is an Automatic Multi-tool Learner | May 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search | May 26, 2024 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Towards Multi-Task Multi-Modal Models: A Video Generative Perspective | May 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Survey of Multimodal Large Language Model from A Data-centric Perspective | May 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models | May 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| How Well Do Deep Learning Models Capture Human Concepts? The Case of the Typicality Effect | May 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Theoretical Analysis of Weak-to-Strong Generalization | May 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A transfer learning framework for weak-to-strong generalization | May 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evolutionary Large Language Model for Automated Feature Transformation | May 25, 2024 | Efficient ExplorationEvolutionary Algorithms | CodeCode Available | 1 |
| MoEUT: Mixture-of-Experts Universal Transformers | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Finetuning Large Language Model for Personalized Ranking | May 25, 2024 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
| Large Language Model Pruning | May 24, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Large Language Model (LLM) for Standard Cell Layout Design Optimization | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model Sentinel: LLM Agent for Adversarial Purification | May 24, 2024 | Adversarial DefenseAdversarial Purification | —Unverified | 0 |
| ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users | May 24, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Enhancing Augmentative and Alternative Communication with Card Prediction and Colourful Semantics | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization | May 24, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ | May 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SEP: Self-Enhanced Prompt Tuning for Visual-Language Model | May 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |