Aaron Jaech

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University of Washington

Autoregressive Modeling is Misspecified for Some Sequence Distributions

Should sequences be modeled autoregressively—one symbol at a time? How m...
10/22/2020 ∙ by Chu-Cheng Lin, et al. ∙ 0 ∙ share

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Personalized Language Model for Query Auto-Completion

Query auto-completion is a search engine feature whereby the system sugg...
04/25/2018 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Community Member Retrieval on Social Media using Textual Information

This paper addresses the problem of community membership detection using...
04/16/2018 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Real-Time Prediction of the Duration of Distribution System Outages

This paper addresses the problem of predicting duration of unplanned pow...
04/03/2018 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Low-Rank RNN Adaptation for Context-Aware Language Modeling

A context-aware language model uses location, user and/or domain metadat...
10/06/2017 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Improving Context Aware Language Models

Increased adaptability of RNN language models leads to improved predicti...
04/21/2017 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Match-Tensor: a Deep Relevance Model for Search

The application of Deep Neural Networks for ranking in search engines ma...
01/26/2017 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Hierarchical Character-Word Models for Language Identification

Social media messages' brevity and unconventional spelling pose a challe...
08/10/2016 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding

The goal of this paper is to use multi-task learning to efficiently scal...
04/01/2016 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Talking to the crowd: What do people react to in online discussions?

This paper addresses the question of how language use affects community ...
07/08/2015 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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What Your Username Says About You

Usernames are ubiquitous on the Internet, and they are often suggestive ...
07/08/2015 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Leveraging Twitter for Low-Resource Conversational Speech Language Modeling

In applications involving conversational speech, data sparsity is a limi...
04/09/2015 ∙ by Aaron Jaech, et al. ∙ 0 ∙ share

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Aaron Jaech

Featured Co-authors

Xin Li

Noah A. Smith

Hannaneh Hajishirzi

Mari Ostendorf

Jason Eisner

Larry Heck

Baosen Zhang

Hao Fang

Chu-Cheng Lin

George Mulcaire

Shobhit Hathi

Autoregressive Modeling is Misspecified for Some Sequence Distributions

Personalized Language Model for Query Auto-Completion

Community Member Retrieval on Social Media using Textual Information

Real-Time Prediction of the Duration of Distribution System Outages

Low-Rank RNN Adaptation for Context-Aware Language Modeling

Improving Context Aware Language Models

Match-Tensor: a Deep Relevance Model for Search

Hierarchical Character-Word Models for Language Identification

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding

Talking to the crowd: What do people react to in online discussions?

What Your Username Says About You

Leveraging Twitter for Low-Resource Conversational Speech Language Modeling