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03/13/2023
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset
Users in consumption domains, like music, are often able to more efficie...
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01/27/2023
Generating Synthetic Data for Conversational Music Recommendation Using Random Walks and Language Models
Conversational recommendation systems (CRSs) enable users to use natural...
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10/17/2022
RARR: Researching and Revising What Language Models Say, Using Language Models
Language models (LMs) now excel at many tasks such as few-shot learning,...
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05/18/2022
Dialog Inpainting: Turning Documents into Dialogs
Many important questions (e.g. "How to eat healthier?") require conversa...
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10/09/2020
Conformal retrofitting via Riemannian manifolds: distilling task-specific graphs into pretrained embeddings
Pretrained (language) embeddings are versatile, task-agnostic feature re...
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09/07/2018
Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts
To understand a sentence like "whereas only 10 below the poverty line, 2...
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07/06/2018
The price of debiasing automatic metrics in natural language evaluation
For evaluating generation systems, automatic metrics such as BLEU cost n...
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09/01/2016
How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions
How much is 131 million US dollars? To help readers put such numbers in ...
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03/28/2016
Estimating Mixture Models via Mixtures of Polynomials
Mixture modeling is a general technique for making any simple model more...
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01/29/2015
Tensor Factorization via Matrix Factorization
Tensor factorization arises in many machine learning applications, such ...
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06/17/2013