Hui Lin
Hui Lin has 2 papers in our library, in 2011–2018, most of them on Summarization, Speech & spoken language, English; often with Bin Wang, Yang Liu.
OpenAlex · ORCID · h-index 48 · 221 works · 10,310 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 99 times in our library · ⭐ Paper Stars ranking: #2807
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Concepts, shelves and topics
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksPsychology · 1 workExperimental and Cognitive Psychology · 1 workSignal Processing · 1 work
🧭 Topics 3Research subjects and languages the work is about.Summarization · 1 workEnglish · 1 workSpeech & spoken language · 1 work
Works by year
2010s
Papers
- A Class of Submodular Functions for Document Summarization (2011 · 684 citations)
Lin and Bilmes treat extractive multi-document summarization, both generic and query-focused, as maximizing a monotone submodular set function under a length budget. Such functions have diminishing returns. A cheap greedy procedure therefore comes with a provable constant-factor bound relative to the optimal summary. - Attention-based sequence-to-sequence model for speech recognition: development of state-of-the-art system on LibriSpeech and its application to non-native English (2018 · 2 citations)
The authors ask whether an end-to-end attention model can match or beat classic hybrid HMM/NN recognizers, especially for English spoken by learners.
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