Large Language Models

Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning NeurIPS 2024 Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024 Efficient Exploration for LLMs ICML 2024 Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024 Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024 Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NeurIPS 2024 Efficient LLM Scheduling by Learning to Rank NeurIPS 2024 Efficiently Computing Susceptibility to Context in Language Models EMNLP 2024 Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024 Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters NeurIPS 2024 Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024 Efficient Sequential Decision Making with Large Language Models EMNLP 2024 Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024 EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NeurIPS 2024 EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models EMNLP 2024 EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models CVPR 2024 ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024 Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection EMNLP 2024 Embodied CoT Distillation From LLM To Off-the-shelf Agents ICML 2024 Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld CVPR 2024 EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models ACL 2024 Emergence of In-Context Reinforcement Learning from Noise Distillation ICML 2024 EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL 2024 EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models ACL 2024 EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language ACL 2024