Foundation Models

Effective In-Context Example Selection through Data Compression ACL 2024 Effective Long-Context Scaling of Foundation Models NAACL 2024 Efficient multi-prompt evaluation of LLMs NeurIPS 2024 Efficient Prompt Optimization Through the Lens of Best Arm Identification NeurIPS 2024 Efficient Sample-Specific Encoder Perturbations NAACL 2024 Efficient Training of Language Models with Compact and Consistent Next Token Distributions ACL 2024 Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP 2024 Embedding-Aligned Language Models NeurIPS 2024 EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI CVPR 2024 Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NeurIPS 2024 Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024 EM_Mixers at MEDIQA-CORR 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction NAACL 2024 Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning NeurIPS 2024 EmpathicStories++: A Multimodal Dataset for Empathy Towards Personal Experiences ACL 2024 Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights EMNLP 2024 Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024 Emu: Generative Pretraining in Multimodality ICLR 2024 End-to-End Ontology Learning with Large Language Models NeurIPS 2024 End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning AAAI 2024 Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble ACL 2024 Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression ACL 2024 Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024 Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024 Enhancing Consumer Health Question Reformulation: Chain-of-Thought Prompting Integrating Focus, Type, and User Knowledge Level COLING 2024 Enhancing Domain Adaptation through Prompt Gradient Alignment NeurIPS 2024