← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6405 directly classified papers

Papers per year

Papers

To Believe or Not to Believe Your LLM: Iterative Prompting for Estimating Epistemic Uncertainty NIPS 2024
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NIPS 2024
Algorithmic progress in language models NIPS 2024
Towards Better Vision-Inspired Vision-Language Models CVPR 2024
Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024
Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs CVPR 2024
DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model CVPR 2024
Open-Vocabulary Video Anomaly Detection CVPR 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024
Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024
Are Large Language Models Good Statisticians? NIPS 2024
SelfCodeAlign: Self-Alignment for Code Generation NIPS 2024
Alignment for Honesty NIPS 2024
Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters NIPS 2024
Microstructures and Accuracy of Graph Recall by Large Language Models NIPS 2024
CulturePark: Boosting Cross-cultural Understanding in Large Language Models NIPS 2024
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models NIPS 2024
On the Inductive Bias of Stacking Towards Improving Reasoning NIPS 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024
Universal In-Context Approximation By Prompting Fully Recurrent Models NIPS 2024
Automatically Learning Hybrid Digital Twins of Dynamical Systems NIPS 2024
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models NIPS 2024