Browsing Mathematics (Faculty of) by Supervisor "Li, Ming"
Now showing items 1-8 of 8
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Deep Context Resolution
(University of Waterloo, 2018-05-17)Conversations depend on information from the context. To go beyond one-round conversation, a chatbot must resolve contextual information such as: 1) co-reference resolution, 2) ellipsis resolution, and 3) conjunctive ... -
Deep Learning for Peptide Feature Detection from Liquid Chromatography - Mass Spectrometry Data
(University of Waterloo, 2022-04-26)Proteins are the main workhorses of biological functions and activities, such as catalyzing metabolic reactions, DNA replication, providing structure to cells and organisms, etc. Comparative analysis of protein samples ... -
Information Access Using Neural Networks For Diverse Domains And Sources
(University of Waterloo, 2023-09-05)The ever-increasing volume of web-based documents poses a challenge in efficiently accessing specialized knowledge from domain-specific sources, requiring a profound understanding of the domain and substantial comprehension ... -
Neural Text Generation from Structured and Unstructured Data
(University of Waterloo, 2019-08-28)A number of researchers have recently questioned the necessity of increasingly complex neural network (NN) architectures. In particular, several recent papers have shown that simpler, properly tuned models are at least ... -
Query Similarity for Community Question Answering System Based on Recurrent Encoder Decoder
(University of Waterloo, 2017-01-18)The measurement of sentence similarity is a fundamental task in natural language processing. Traditionally, it is measured either from word-level or sentence-level (such as paraphrasing), which requires many lexical and ... -
Single-Entity-Single-Relation Question Answering with Minimal Annotation
(University of Waterloo, 2016-08-24)We present a novel bag-of-words based approach that automatically constructs a semantic parsing based question answering (QA) system tailored to single-entity-single-relation questions. Given a large community QA pair ... -
Spectrum and Retention Time Prediction for N-Glycopeptides Using Deep Learning
(University of Waterloo, 2023-08-28)Sequencing proteins and glycans have important clinical applications, as glycosylation is shown to play a significant role in cellular communication and immune response. Certain glycans are linked to the diagnosis of ... -
Unsupervised Syntactic Structure Induction in Natural Language Processing
(University of Waterloo, 2021-09-07)This work addresses unsupervised chunking as a task for syntactic structure induction, which could help understand the linguistic structures of human languages especially, low-resource languages. In chunking, words of a ...