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02/21/2023
Learning to Retrieve Engaging Follow-Up Queries
Open domain conversational agents can answer a broad range of targeted q...
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09/29/2020
Improving Device Directedness Classification of Utterances with Semantic Lexical Features
User interactions with personal assistants like Alexa, Google Home and S...
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11/27/2019
Label Dependent Deep Variational Paraphrase Generation
Generating paraphrases that are lexically similar but semantically diffe...
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11/26/2019
Semi-Supervised Learning for Text Classification by Layer Partitioning
Most recent neural semi-supervised learning algorithms rely on adding sm...
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11/11/2019
Knowledge Distillation in Document Retrieval
Complex deep learning models now achieve state of the art performance fo...
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08/31/2019
Knowledge Enhanced Attention for Robust Natural Language Inference
Neural network models have been very successful at achieving high accura...
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10/30/2018
Differentiable Greedy Networks
Optimal selection of a subset of items from a given set is a hard proble...
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09/19/2017
Language Modeling with Highway LSTM
Language models (LMs) based on Long Short Term Memory (LSTM) have shown ...
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01/13/2017
End-to-End ASR-free Keyword Search from Speech
End-to-end (E2E) systems have achieved competitive results compared to c...
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12/22/2014
Diverse Embedding Neural Network Language Models
We propose Diverse Embedding Neural Network (DENN), a novel architecture...
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12/28/2013
