Large Language Models

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference ICML 2024 Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP 2024 Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs ICLR 2024 DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models EMNLP 2024 Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs CVPR 2024 E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation ECCV 2024 EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024 EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty ICML 2024 EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas NeurIPS 2024 Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization NeurIPS 2024 EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models ACL 2024 EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models ACL 2024 ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness? EMNLP 2024 eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data ICML 2024 ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold ACL 2024 EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024 EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning EMNLP 2024 EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024 ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance ICML 2024 Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024 EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism ICML 2024 E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024 EffiBench: Benchmarking the Efficiency of Automatically Generated Code NeurIPS 2024 Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning ECCV 2024 Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior ICML 2024