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Large Language Models

6,405 papers

Papers per year

Papers

Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024
Progressive Text-to-Image Diffusion with Soft Latent Direction AAAI 2024
Working Memory Capacity of ChatGPT: An Empirical Study AAAI 2024
Fluctuation-Based Adaptive Structured Pruning for Large Language Models AAAI 2024
Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance AAAI 2024
DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024
CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization AAAI 2024
Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis AAAI 2024
Large Language Models Are Neurosymbolic Reasoners AAAI 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024
Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search AAAI 2024
DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation AAAI 2024
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024
Detecting and Preventing Hallucinations in Large Vision Language Models AAAI 2024
Small Language Model Can Self-Correct AAAI 2024
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation AAAI 2024
Chain-of-Thought Improves Text Generation with Citations in Large Language Models AAAI 2024
Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis AAAI 2024
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024
Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024