Foundation Models

Modeling linking between text and lexicon with OntoLex-Lemon: a case study of computational terminology for the Babylonian Talmud COLING 2024 Modeling Overregularization in Children with Small Language Models ACL 2024 Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation EMNLP 2024 Molecule Design by Latent Prompt Transformer NeurIPS 2024 MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024 MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NeurIPS 2024 MOMENT: A Family of Open Time-series Foundation Models ICML 2024 MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024 More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024 MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024 MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space EMNLP 2024 MOSAIC: Modular Foundation Models for Assistive and Interactive Cooking CoRL 2024 MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages EMNLP 2024 MotionGPT: Human Motion Synthesis With Improved Diversity and Realism via GPT-3 Prompting WACV 2024 MOTOR: A Time-to-Event Foundation Model For Structured Medical Records ICLR 2024 mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024 mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 2024 MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Prediction EMNLP 2024 MPT: Mesh Pre-Training With Transformers for Human Pose and Mesh Reconstruction WACV 2024 MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models IJCAI 2024 MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024 Multi-Head Mixture-of-Experts NeurIPS 2024 MultiLegalPile: A 689GB Multilingual Legal Corpus ACL 2024 Multilingual Medical Language Models: A Path to Improving Lay Health Worker Effectiveness (Student Abstract) AAAI 2024 Multi-LLM Debate: Framework, Principals, and Interventions NeurIPS 2024