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02/01/2022
Disentangling multiple scattering with deep learning: application to strain mapping from electron diffraction patterns
Implementation of a fast, robust, and fully-automated pipeline for cryst...
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10/22/2020
ConVEx: Data-Efficient and Few-Shot Slot Labeling
We propose ConVEx (Conversational Value Extractor), an efficient pretrai...
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05/18/2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations
We introduce Span-ConveRT, a light-weight model for dialog slot-filling ...
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03/10/2020
Efficient Intent Detection with Dual Sentence Encoders
Building conversational systems in new domains and with added functional...
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11/09/2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers
General-purpose pretrained sentence encoders such as BERT are not ideal ...
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09/03/2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
We present PolyResponse, a conversational search engine that supports ta...
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06/04/2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
Despite their popularity in the chatbot literature, retrieval-based mode...
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04/13/2019
A Repository of Conversational Datasets
Progress in Machine Learning is often driven by the availability of larg...
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02/06/2018
Question-Answer Selection in User to User Marketplace Conversations
Sellers in user to user marketplaces can be inundated with questions fro...
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05/01/2017