2 papers are published in Association for Computational Linguistics

Language + Molecules @ ACL 2024 Workshop is a workshop in ACL 2024 with the topic of Synthesizing Language and Molecules for Scientific Insight and Discovery. There are 2 tasks in this workshop: generating a caption given a molecule and a molecule given a description. To solve the above tasks, we proposed 2 methods and both of them were accepted as poster presentations. They are listed below respectively. These methods are published in Association for Computational Linguistics.

• Duong Thanh Tran, Nhat Truong Pham, Nguyen Doan Hieu Nguyen, Balachandran Manavalan, Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion
• Nguyen Doan Hieu Nguyen, Nhat Truong Pham, Duong Thanh Tran, Balachandran Manavalan, Lang2Mol-Diff: A Diffusion-Based Generative Model for Language-to-Molecule Translation Leveraging SELFIES Representation