Trung Bui
9 papers in the PaperMetrix corpus
Papers by this author
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A Gated Self-attention Memory Network for Answer Selection
2019 · arXiv (Cornell University)
Answer selection is an important research problem, with applications in many areas. Previous deep learning based approaches for the task mainly adopt the Compare-Aggregate architecture that performs word-level comparison followed by aggregation. In this work, …
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Open-Domain Question Answering with Pre-Constructed Question Spaces
2020 · arXiv (Cornell University)
Open-domain question answering aims at solving the task of locating the answers to user-generated questions in massive collections of documents. There are two families of solutions available: retriever-readers, and knowledge-graph-based approaches. A retriever-reader usually first …
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Scene Graph Modification Based on Natural Language Commands
2020 · arXiv (Cornell University)
Structured representations like graphs and parse trees play a crucial role in many Natural Language Processing systems. In recent years, the advancements in multi-turn user interfaces necessitate the need for controlling and updating these structured …
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A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents
2020
Keyphrase extraction is the task of extracting a small set of phrases that best describe a document. Most existing benchmark datasets for the task typically have limited numbers of annotated documents, making it challenging to …
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Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning
2023 · arXiv (Cornell University)
Multilingual semantic search is the task of retrieving relevant contents to a query expressed in different language combinations. This requires a better semantic understanding of the user's intent and its contextual meaning. Multilingual semantic search …
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Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
2024 · arXiv (Cornell University)
We introduce an approach to identifying speaker names in dialogue transcripts, a crucial task for enhancing content accessibility and searchability in digital media archives. Despite the advancements in speech recognition, the task of text-based speaker …
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A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
2018
Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume …
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The Context-Dependent Additive Recurrent Neural Net
2018
Quan Hung Tran, Tuan Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long …
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A Review on Deep Learning Techniques Applied to Answer Selection
2018 · International Conference on Computational Linguistics
Given a question and a set of candidate answers, answer selection is the task of identifying which of the candidates answers the question correctly. It is an important problem in natural language processing, with applications …