Search Results for author: Yanchen Luo

Found 3 papers, 3 papers with code

Towards 3D Molecule-Text Interpretation in Language Models

1 code implementation • 25 Jan 2024 • Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian

Through 3D molecule-text alignment and 3D molecule-centric instruction tuning, 3D-MoLM establishes an integration of 3D molecular encoder and LM.

Instruction Following Language Modelling +3

22

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Code

Large Language Model Can Interpret Latent Space of Sequential Recommender

2 code implementations • 31 Oct 2023 • Zhengyi Yang, Jiancan Wu, Yanchen Luo, Jizhi Zhang, Yancheng Yuan, An Zhang, Xiang Wang, Xiangnan He

Sequential recommendation is to predict the next item of interest for a user, based on her/his interaction history with previous items.

Language Modelling Large Language Model +1

74

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Code

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter

1 code implementation • 19 Oct 2023 • Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua

MolCA enables an LM (e. g., Galactica) to understand both text- and graph-based molecular contents via the cross-modal projector.

Ranked #4 on Molecule Captioning on ChEBI-20

Contrastive Learning IUPAC Name Prediction +5

12

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Code

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