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molecule captioning

12 papers

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Co-occurring keywords · papers mentioning both

text generation (4) large language model (3) language model (3) molecular representation (2) molecule generation (2) vision-language model (2) molecular graph (2) multimodal learning (2) self-supervised learning (2) graph neural network (1)

Papers

BiMol-Diff: A Unified Diffusion Framework for Molecular Generation and Captioning ACL 2026 Improving Large Molecular Language Model via Relation-aware Multimodal Collaboration AAAI 2026 Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language NAACL 2025 GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025 Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble ACL 2024 Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024 Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024 Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion ACL 2024 NLPeople at L+M-24 Shared Task: An Ensembled Approach for Molecule Captioning from SMILES ACL 2024 ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ACL 2024 MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter EMNLP 2023 Translation between Molecules and Natural Language EMNLP 2022