Search Results for author: Xinmeng Li

Found 6 papers, 1 papers with code

Ensemble Spectral Prediction (ESP) Model for Metabolite Annotation

no code implementations25 Mar 2022 Xinmeng Li, Hao Zhu, Li-Ping Liu, Soha Hassoun

We show that annotation performance, for ESP and other models, is a strong function of the number of molecules in the candidate set and their similarity to the target molecule.

Boost-RS: Boosted Embeddings for Recommender Systems and its Application to Enzyme-Substrate Interaction Prediction

1 code implementation28 Sep 2021 Xinmeng Li, Li-Ping Liu, Soha Hassoun

We show that each of our auxiliary tasks boosts learning of the embedding vectors, and that contrastive learning using Boost-RS outperforms attribute concatenation and multi-label learning.

Attribute Auxiliary Learning +4

Vision-Language Navigation: A Survey and Taxonomy

no code implementations26 Aug 2021 Wansen Wu, Tao Chang, Xinmeng Li

This paper provides a comprehensive survey and an insightful taxonomy of these tasks based on the different characteristics of language instructions in these tasks.

Navigate Vision-Language Navigation

How to Evaluate Your Dialogue Models: A Review of Approaches

no code implementations3 Aug 2021 Xinmeng Li, Wansen Wu, Long Qin, Quanjun Yin

Evaluating the quality of a dialogue system is an understudied problem.

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