Search Results for author: Lin Jimmy

Found 6 papers, 0 papers with code

An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures

no code implementations26 Jul 2017 Tu Zhucheng, Crane Matt, Sequiera Royal, Zhang Junchen, Lin Jimmy

Therefore, we can extract the parameters of a trained CNN from PyTorch and import the model into Java, taking advantage of the Java Deeplearning4J library for feedforward evaluation.

Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks

no code implementations13 May 2017 Rao Jinfeng, Ture Ferhan, He Hua, Jojic Oliver, Lin Jimmy

We tackle the novel problem of navigational voice queries posed against an entertainment system, where viewers interact with a voice-enabled remote controller to specify the program to watch.

speech-recognition Speech Recognition

Distant Supervision for Topic Classification of Tweets in Curated Streams

no code implementations22 Apr 2017 Mohammed Salman, Ghelani Nimesh, Lin Jimmy

We tackle the challenge of topic classification of tweets in the context of analyzing a large collection of curated streams by news outlets and other organizations to deliver relevant content to users.

Classification General Classification +1

Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems

no code implementations20 Apr 2017 Mackenzie Joel, Culpepper J. Shane, Blanco Roi, Crane Matt, Clarke Charles L. A., Lin Jimmy

In this work, we propose and validate a unified framework that can be used to predict a wide range of performance-sensitive parameters which minimize effectiveness loss, while simultaneously minimizing query latency, across all stages of a multi-stage search architecture.

Retrieval

Ten Blue Links on Mars

no code implementations20 Oct 2016 Clarke Charles L. A., Cormack Gordon V., Lin Jimmy, Roegiest Adam

This paper explores a simple question: How would we provide a high-quality search experience on Mars, where the fundamental physical limit is speed-of-light propagation delays on the order of tens of minutes?

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