Can Large Language Models Understand Molecules?
Fuente:
arXiv
Guardado en:
| Autores principales: | Sadeghi, Shaghayegh, Bui, Alan, Forooghi, Ali, Lu, Jianguo, Ngom, Alioune |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Whitening Not Recommended for Classification Tasks in LLMs
por: Forooghi, Ali, et al.
Publicado: (2024)
por: Forooghi, Ali, et al.
Publicado: (2024)
Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization
por: Dey, Vishal, et al.
Publicado: (2025)
por: Dey, Vishal, et al.
Publicado: (2025)
Crossing New Frontiers: Knowledge-Augmented Large Language Model Prompting for Zero-Shot Text-Based De Novo Molecule Design
por: Srinivas, Sakhinana Sagar, et al.
Publicado: (2024)
por: Srinivas, Sakhinana Sagar, et al.
Publicado: (2024)
TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction
por: Schuh, Maximilian G., et al.
Publicado: (2024)
por: Schuh, Maximilian G., et al.
Publicado: (2024)
Protein Language Models Diverge from Natural Language: Comparative Analysis and Improved Inference
por: Hart, Anna, et al.
Publicado: (2026)
por: Hart, Anna, et al.
Publicado: (2026)
Text-Guided Molecule Generation with Diffusion Language Model
por: Gong, Haisong, et al.
Publicado: (2024)
por: Gong, Haisong, et al.
Publicado: (2024)
How Creative Are Large Language Models in Generating Molecules?
por: Tao, Wen, et al.
Publicado: (2026)
por: Tao, Wen, et al.
Publicado: (2026)
Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction
por: Pang, Jiayun, et al.
Publicado: (2024)
por: Pang, Jiayun, et al.
Publicado: (2024)
Chem42: a Family of chemical Language Models for Target-aware Ligand Generation
por: Singh, Aahan, et al.
Publicado: (2025)
por: Singh, Aahan, et al.
Publicado: (2025)
Prot42: a Novel Family of Protein Language Models for Target-aware Protein Binder Generation
por: Sayeed, Mohammad Amaan, et al.
Publicado: (2025)
por: Sayeed, Mohammad Amaan, et al.
Publicado: (2025)
DrugLLM: Open Large Language Model for Few-shot Molecule Generation
por: Liu, Xianggen, et al.
Publicado: (2024)
por: Liu, Xianggen, et al.
Publicado: (2024)
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training
por: Zhuo, Le, et al.
Publicado: (2024)
por: Zhuo, Le, et al.
Publicado: (2024)
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
por: Pei, Qizhi, et al.
Publicado: (2023)
por: Pei, Qizhi, et al.
Publicado: (2023)
MolLangBench: A Comprehensive Benchmark for Language-Prompted Molecular Structure Recognition, Editing, and Generation
por: Cai, Feiyang, et al.
Publicado: (2025)
por: Cai, Feiyang, et al.
Publicado: (2025)
ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models
por: Huang, Yuqing, et al.
Publicado: (2024)
por: Huang, Yuqing, et al.
Publicado: (2024)
Protein Large Language Models: A Comprehensive Survey
por: Xiao, Yijia, et al.
Publicado: (2025)
por: Xiao, Yijia, et al.
Publicado: (2025)
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
por: Pei, Qizhi, et al.
Publicado: (2024)
por: Pei, Qizhi, et al.
Publicado: (2024)
BERT Learns (and Teaches) Chemistry
por: Payne, Josh, et al.
Publicado: (2020)
por: Payne, Josh, et al.
Publicado: (2020)
GLProtein: Global-and-Local Structure Aware Protein Representation Learning
por: Liu, Yunqing, et al.
Publicado: (2025)
por: Liu, Yunqing, et al.
Publicado: (2025)
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
por: He, Haonan, et al.
Publicado: (2024)
por: He, Haonan, et al.
Publicado: (2024)
From Words to Molecules: A Survey of Large Language Models in Chemistry
por: Liao, Chang, et al.
Publicado: (2024)
por: Liao, Chang, et al.
Publicado: (2024)
Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language
por: Zhong, Zhiqiang, et al.
Publicado: (2025)
por: Zhong, Zhiqiang, et al.
Publicado: (2025)
Unraveling the Potential of Diffusion Models in Small Molecule Generation
por: Zhang, Peining, et al.
Publicado: (2025)
por: Zhang, Peining, et al.
Publicado: (2025)
Language models in molecular discovery
por: Janakarajan, Nikita, et al.
Publicado: (2023)
por: Janakarajan, Nikita, et al.
Publicado: (2023)
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
por: Yoo, Kiwoong, et al.
Publicado: (2024)
por: Yoo, Kiwoong, et al.
Publicado: (2024)
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
por: Feng, Shikun, et al.
Publicado: (2024)
por: Feng, Shikun, et al.
Publicado: (2024)
Bridging Text and Molecule: A Survey on Multimodal Frameworks for Molecule
por: Xiao, Yi, et al.
Publicado: (2024)
por: Xiao, Yi, et al.
Publicado: (2024)
Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation
por: Xu, Can, et al.
Publicado: (2024)
por: Xu, Can, et al.
Publicado: (2024)
Exploring the Potential of Large Language Models in Graph Generation
por: Yao, Yang, et al.
Publicado: (2024)
por: Yao, Yang, et al.
Publicado: (2024)
A Systematic Evaluation of Co-folding Model Representations for Small-Molecule Learning
por: Jang, Hyosoon, et al.
Publicado: (2026)
por: Jang, Hyosoon, et al.
Publicado: (2026)
Leveraging Large Language Models for enzymatic reaction prediction and characterization
por: Di Fruscia, Lorenzo, et al.
Publicado: (2025)
por: Di Fruscia, Lorenzo, et al.
Publicado: (2025)
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
por: Liu, Shengchao, et al.
Publicado: (2023)
por: Liu, Shengchao, et al.
Publicado: (2023)
Repurformer: Transformers for Repurposing-Aware Molecule Generation
por: Lee, Changhun, et al.
Publicado: (2024)
por: Lee, Changhun, et al.
Publicado: (2024)
Generative Model for Small Molecules with Latent Space RL Fine-Tuning to Protein Targets
por: Sob, Ulrich A. Mbou, et al.
Publicado: (2024)
por: Sob, Ulrich A. Mbou, et al.
Publicado: (2024)
Open-Source Molecular Processing Pipeline for Generating Molecules
por: Shreyas, V, et al.
Publicado: (2024)
por: Shreyas, V, et al.
Publicado: (2024)
TAGMol: Target-Aware Gradient-guided Molecule Generation
por: Dorna, Vineeth, et al.
Publicado: (2024)
por: Dorna, Vineeth, et al.
Publicado: (2024)
KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge
por: Yang, Zaifei, et al.
Publicado: (2025)
por: Yang, Zaifei, et al.
Publicado: (2025)
Task-Specific Sparse Feature Masks for Molecular Toxicity Prediction with Chemical Language Models
por: Lee, Kwun Sy, et al.
Publicado: (2025)
por: Lee, Kwun Sy, et al.
Publicado: (2025)
Large Language Model Agent for Modular Task Execution in Drug Discovery
por: Ock, Janghoon, et al.
Publicado: (2025)
por: Ock, Janghoon, et al.
Publicado: (2025)
Contextual Molecule Representation Learning from Chemical Reaction Knowledge
por: Tang, Han, et al.
Publicado: (2024)
por: Tang, Han, et al.
Publicado: (2024)
Ejemplares similares
-
Whitening Not Recommended for Classification Tasks in LLMs
por: Forooghi, Ali, et al.
Publicado: (2024) -
Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization
por: Dey, Vishal, et al.
Publicado: (2025) -
Crossing New Frontiers: Knowledge-Augmented Large Language Model Prompting for Zero-Shot Text-Based De Novo Molecule Design
por: Srinivas, Sakhinana Sagar, et al.
Publicado: (2024) -
TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction
por: Schuh, Maximilian G., et al.
Publicado: (2024) -
Protein Language Models Diverge from Natural Language: Comparative Analysis and Improved Inference
por: Hart, Anna, et al.
Publicado: (2026)