Deep Learning

LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble EMNLP 2024 LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts ICLR 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit EMNLP 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 LLM Circuit Analyses Are Consistent Across Training and Scale NeurIPS 2024 LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation ICLR 2024 LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024 LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs IJCAI 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLM Evaluators Recognize and Favor Their Own Generations NeurIPS 2024 LLM-Evolve: Evaluation for LLM’s Evolving Capability on Benchmarks EMNLP 2024 LLM Explainability via Attributive Masking Learning EMNLP 2024 LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ACL 2024 LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States ACL 2024 LLM in a flash: Efficient Large Language Model Inference with Limited Memory ACL 2024 LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning ICML 2024 LLM Performance Predictors are good initializers for Architecture Search ACL 2024 LLM-QAT: Data-Free Quantization Aware Training for Large Language Models ACL 2024 LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024 LLMs are Good Action Recognizers CVPR 2024 LLMs are Good Sign Language Translators CVPR 2024 LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024