Aaron Jaech | DeepAI

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∙ 10/16/2021

Sparse Distillation: Speeding Up Text Classification by Using Bigger Models

Distilling state-of-the-art transformer models into lightweight student ...

0 Qinyuan Ye, et al. ∙

∙ 10/22/2020

Autoregressive Modeling is Misspecified for Some Sequence Distributions

Should sequences be modeled autoregressively—one symbol at a time? How m...

0 Chu-Cheng Lin, et al. ∙

∙ 04/25/2018

Personalized Language Model for Query Auto-Completion

Query auto-completion is a search engine feature whereby the system sugg...

0 Aaron Jaech, et al. ∙

∙ 04/16/2018

Community Member Retrieval on Social Media using Textual Information

This paper addresses the problem of community membership detection using...

0 Aaron Jaech, et al. ∙

∙ 04/03/2018

Real-Time Prediction of the Duration of Distribution System Outages

This paper addresses the problem of predicting duration of unplanned pow...

0 Aaron Jaech, et al. ∙

∙ 10/06/2017

Low-Rank RNN Adaptation for Context-Aware Language Modeling

A context-aware language model uses location, user and/or domain metadat...

0 Aaron Jaech, et al. ∙

∙ 04/21/2017

Improving Context Aware Language Models

Increased adaptability of RNN language models leads to improved predicti...

0 Aaron Jaech, et al. ∙

∙ 01/26/2017

Match-Tensor: a Deep Relevance Model for Search

The application of Deep Neural Networks for ranking in search engines ma...

0 Aaron Jaech, et al. ∙

∙ 08/10/2016

Hierarchical Character-Word Models for Language Identification

Social media messages' brevity and unconventional spelling pose a challe...

0 Aaron Jaech, et al. ∙

∙ 04/01/2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding

The goal of this paper is to use multi-task learning to efficiently scal...

0 Aaron Jaech, et al. ∙

∙ 07/08/2015

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

This paper addresses the question of how language use affects community ...

0 Aaron Jaech, et al. ∙

∙ 07/08/2015

What Your Username Says About You

Usernames are ubiquitous on the Internet, and they are often suggestive ...

0 Aaron Jaech, et al. ∙

∙ 04/09/2015

Leveraging Twitter for Low-Resource Conversational Speech Language Modeling

In applications involving conversational speech, data sparsity is a limi...

0 Aaron Jaech, et al. ∙

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