Search Results for author: Xing Yi Liu

Found 5 papers, 4 papers with code

Spontaneous Informal Speech Dataset for Punctuation Restoration

1 code implementation17 Sep 2024 Xing Yi Liu, Homayoon Beigi

Presently, punctuation restoration models are evaluated almost solely on well-structured, scripted corpora.

Punctuation Restoration

Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge

1 code implementation14 Jun 2024 Yizhen Luo, Kai Yang, Massimo Hong, Xing Yi Liu, Zikun Nie, Hao Zhou, Zaiqing Nie

To address these issues, we present MV-Mol, a molecular representation learning model that harvests multi-view molecular expertise from chemical structures, unstructured knowledge from biomedical texts, and structured knowledge from knowledge graphs.

Knowledge Graphs Molecular Property Prediction +3

MolFM: A Multimodal Molecular Foundation Model

2 code implementations6 Jun 2023 Yizhen Luo, Kai Yang, Massimo Hong, Xing Yi Liu, Zaiqing Nie

In this study, we introduce MolFM, a multimodal molecular foundation model designed to facilitate joint representation learning from molecular structures, biomedical texts, and knowledge graphs.

Cross-Modal Retrieval Knowledge Graphs +5

Towards Unified AI Drug Discovery with Multiple Knowledge Modalities

no code implementations17 Apr 2023 Yizhen Luo, Xing Yi Liu, Kai Yang, Kui Huang, Massimo Hong, Jiahuan Zhang, Yushuai Wu, Zaiqing Nie

In recent years, AI models that mine intrinsic patterns from molecular structures and protein sequences have shown promise in accelerating drug discovery.

Drug Discovery Knowledge Graphs +2

Efficient Ensemble for Multimodal Punctuation Restoration using Time-Delay Neural Network

1 code implementation26 Feb 2023 Xing Yi Liu, Homayoon Beigi

Punctuation restoration plays an essential role in the post-processing procedure of automatic speech recognition, but model efficiency is a key requirement for this task.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

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