@proceedings{langmol-1-2024,
    title = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.0/"
}
@inproceedings{edwards-etal-2024-l,
    title = "{L}+{M}-24: Building a Dataset for {L}anguage+{M}olecules @ {ACL} 2024",
    author = "Edwards, Carl  and
      Wang, Qingyun  and
      Zhao, Lawrence  and
      Ji, Heng",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.1/",
    doi = "10.18653/v1/2024.langmol-1.1",
    pages = "1--9"
}
@inproceedings{xie-chi-2024-chemical,
    title = "Could Chemical Language Models benefit from Message Passing",
    author = "Xie, Jiaqing  and
      Chi, Ziheng",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.2/",
    doi = "10.18653/v1/2024.langmol-1.2",
    pages = "10--20"
}
@inproceedings{gkoumas-2024-almol,
    title = "{ALM}ol: Aligned Language-Molecule Translation {LLM}s through Offline Preference Contrastive Optimisation",
    author = "Gkoumas, Dimitris",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.3/",
    doi = "10.18653/v1/2024.langmol-1.3",
    pages = "21--27"
}
@inproceedings{cha-lee-2024-evaluating,
    title = "Evaluating Extrapolation Ability of Large Language Model in Chemical Domain",
    author = "Cha, Taehun  and
      Lee, Donghun",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.4/",
    doi = "10.18653/v1/2024.langmol-1.4",
    pages = "28--33"
}
@inproceedings{zeinalipour-etal-2024-design,
    title = "Design Proteins Using Large Language Models: Enhancements and Comparative Analyses",
    author = "Zeinalipour, Kamyar  and
      Jamshidi, Neda  and
      Bianchini, Monica  and
      Maggini, Marco  and
      Gori, Marco",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.5/",
    doi = "10.18653/v1/2024.langmol-1.5",
    pages = "34--47"
}
@inproceedings{pei-etal-2024-enhanced,
    title = "Enhanced {B}io{T}5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble",
    author = "Pei, Qizhi  and
      Wu, Lijun  and
      Gao, Kaiyuan  and
      Zhu, Jinhua  and
      Yan, Rui",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.6/",
    doi = "10.18653/v1/2024.langmol-1.6",
    pages = "48--54"
}
@inproceedings{sun-etal-2024-chatmol,
    title = "{C}hat{M}ol Copilot: An Agent for Molecular Modeling and Computation Powered by {LLM}s",
    author = "Sun, Jinyuan  and
      Li, Auston  and
      Deng, Yifan  and
      Li, Jiabo",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.7/",
    doi = "10.18653/v1/2024.langmol-1.7",
    pages = "55--65"
}
@inproceedings{xiong-etal-2024-scimind,
    title = "{S}ci{M}ind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences",
    author = "Xiong, Zhaoping  and
      Fang, Xintao  and
      Chu, Haotian  and
      Wan, Xiaozhe  and
      Liu, Liwei  and
      Li, Yameng  and
      Xiang, Wenkai  and
      Zheng, Mingyue",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.8/",
    doi = "10.18653/v1/2024.langmol-1.8",
    pages = "66--73"
}
@inproceedings{m-bran-etal-2024-knowledge,
    title = "Knowledge Graph Extraction from Total Synthesis Documents",
    author = "M Bran, Andres  and
      Jon{\v{c}}ev, Zlatko  and
      Schwaller, Philippe",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.9/",
    doi = "10.18653/v1/2024.langmol-1.9",
    pages = "74--84"
}
@inproceedings{tanaka-etal-2024-nlpeople,
    title = "{NLP}eople at \textit{ {L}+{M}-24} Shared Task: An Ensembled Approach for Molecule Captioning from {SMILES}",
    author = "Tanaka, Shinnosuke  and
      Mak, Carol  and
      Cipcigan, Flaviu  and
      Barry, James  and
      Elkaref, Mohab  and
      Moses, Movina  and
      Kuruvanthodi, Vishnudev  and
      Mel, Geeth",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.10/",
    doi = "10.18653/v1/2024.langmol-1.10",
    pages = "85--90"
}
@inproceedings{kim-wu-2024-knowlabs,
    title = "Knowlab{'}s Submission to {L}+{M} Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning",
    author = "Kim, Yunsoo  and
      Wu, Honghan",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.11/",
    doi = "10.18653/v1/2024.langmol-1.11",
    pages = "91--96"
}
@inproceedings{tran-etal-2024-mol2lang,
    title = "{M}ol2{L}ang-{VLM}: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion",
    author = "Tran, Duong Thanh  and
      Pham, Nhat Truong  and
      Nguyen, Nguyen Doan Hieu  and
      Manavalan, Balachandran",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.12/",
    doi = "10.18653/v1/2024.langmol-1.12",
    pages = "97--102"
}
@inproceedings{saadat-fellay-2024-dna,
    title = "{DNA} Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases",
    author = "Saadat, Ali  and
      Fellay, Jacques",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.13/",
    doi = "10.18653/v1/2024.langmol-1.13",
    pages = "103--115"
}
@inproceedings{lee-lee-2024-repurformer,
    title = "Repurformer: Transformers for Repurposing-Aware Molecule Generation",
    author = "Lee, Changhun  and
      Lee, Gyumin",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.14/",
    doi = "10.18653/v1/2024.langmol-1.14",
    pages = "116--127"
}
@inproceedings{nguyen-etal-2024-lang2mol,
    title = "{L}ang2{M}ol-Diff: A Diffusion-Based Generative Model for Language-to-Molecule Translation Leveraging {SELFIES} Representation",
    author = "Nguyen, Nguyen Doan Hieu  and
      Pham, Nhat Truong  and
      Tran, Duong Thanh  and
      Manavalan, Balachandran",
    editor = "Edwards, Carl  and
      Wang, Qingyun  and
      Li, Manling  and
      Zhao, Lawrence  and
      Hope, Tom  and
      Ji, Heng",
    booktitle = "Proceedings of the 1st Workshop on Language + Molecules (L+M 2024)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2024.langmol-1.15/",
    doi = "10.18653/v1/2024.langmol-1.15",
    pages = "128--134"
}