Publications
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Multitask Learning for Spoken Language Understanding
In this paper, we present a multitask learning (MTL) method for intent classification in goal oriented human-machine spoken dialog systems. MTL aims at training tasks in parallel while using a…
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Shallow Discourse Structure for Action Item Detection
We investigated automatic action item detection from transcripts of multi-party meetings.
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Recent Innovations in Speech-to-Text Transcription at SRI-ICSI-UW
We summarize recent progress in automatic speech-to-text transcription at SRI, ICSI, and the University of Washington. The work encompasses all components of speech modeling found in a state-of-the-art recognition system,…
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Recruiting Middle School Girls Into It: Data On Girls’ Perceptions And Experiences From A Mixed Demographic Group
This chapter contains sections titled: Literature Review, Research on Recruiting, Research on Career Aspirations, Research Method, Findings, Discussion and Implications, Conclusion, Notes.
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Addressing The Testing Challenge With A Web-Based E-Assessment System That Tutors As It Assesses
Our hypothesis is that we can achieve more accurate assessment by not only using data on whether students get test items right or wrong, but by also using data on…
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Technology’s Role In Curriculum
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The Outcomes of Pathway Database Computations Depend on Pathway Ontology
Different biological notions of pathways are used in different pathway databases. Those pathway ontologies significantly impact pathway computations.
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Learning Theories And Education: Toward A Decade Of Synergy
Our goal is to provide an overview of important aspects of human learning that are particularly relevant to educators.
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Escherichia coli K-12: a cooperatively developed annotation snapshot 2005
The goal of this group project has been to coordinate and bring up-to-date information on all genes of Escherichia coli K-12. Annotation of the genome of an organism entails identification…
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MetaCyc: a multiorganism database of metabolic pathways and enzymes
MetaCyc contains metabolic pathways, enzymatic reactions, enzymes, chemical compounds, genes and review-level comments.
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Evidence supporting predicted metabolic pathways for Vibrio cholerae: gene expression data and clinical tests
Using the completed V.cholerae genome sequence and PathoLogic software, we created VchoCyc, a pathway-genome database that predicted 171 likely metabolic pathways in the bacterium.
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The Pathway Tools Cellular Overview Diagram and Omics Viewer
Pathway Tools supports interrogation and exploration of cellular biochemical networks through the overview diagram and a software component called the Omics Viewer.