Foundation Models

Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024 LOVA3: Learning to Visual Question Answering, Asking and Assessment NeurIPS 2024 Low-Resource Vision Challenges for Foundation Models CVPR 2024 LPNL: Scalable Link Prediction with Large Language Models ACL 2024 LPZero: Language Model Zero-cost Proxy Search from Zero EMNLP 2024 LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024 M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024 MACAROON: Training Vision-Language Models To Be Your Engaged Partners EMNLP 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions ICML 2024 Magicoder: Empowering Code Generation with OSS-Instruct ICML 2024 Make Large Language Model a Better Ranker EMNLP 2024 Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior AAAI 2024 Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024 Making Visual Sense of Oracle Bones for You and Me CVPR 2024 MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning ICLR 2024 Managing Fine-grained Metadata for Text Bases in Extremely Low Resource Languages: The Cases of Two Regional Languages of France COLING 2024 Manipulating Embeddings of Stable Diffusion Prompts IJCAI 2024 Many-Shot In-Context Learning NeurIPS 2024 MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ACL 2024 Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024 MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024 Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context AAAI 2024