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- W3153511225 abstract "The Question Answering (QA) task aims at building systems that can automatically answer a question or query about the given document(s). In this thesis, we utilize the transformer, a state-of-the-art neural architecture to study two QA problems: the answer sentence selection and the answer summary generation. For answer sentence selection, we present two new approaches that rank a list of candidate answers for a given question by utilizing different contextualized embeddings with the encoder of transformer. For answer summary generation, we study the query focused abstractive text summarization task to generate a summary in natural language from the source document(s) for a given query. For this task, we utilize transformer to address the lack of large training datasets issue in single-document scenarios and no labeled training datasets issue in multi-document scenarios. Based on extensive experiments, we observe that our proposed approaches obtain impressive results across several benchmark QA datasets." @default.
- W3153511225 created "2021-04-26" @default.
- W3153511225 creator A5059261409 @default.
- W3153511225 date "2021-03-08" @default.
- W3153511225 modified "2023-09-26" @default.
- W3153511225 title "Utilizing the Transformer Architecture for Question Answering" @default.
- W3153511225 hasPublicationYear "2021" @default.
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