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Tackling Provably Hard Representative Selection via Graph Neural Networks


May 20, 2022
Seyed Mehran Kazemi , Anton Tsitsulin , Hossein Esfandiari , MohammadHossein Bateni , Deepak Ramachandran , Bryan Perozzi , Vahab Mirrokni

* 18 pages, 3 figures 

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FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue


May 12, 2022
Alon Albalak , Yi-Lin Tuan , Pegah Jandaghi , Connor Pryor , Luke Yoffe , Deepak Ramachandran , Lise Getoor , Jay Pujara , William Yang Wang

* code available at https://github.com/alon-albalak/TLiDB 

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Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors


Feb 06, 2022
Christina Göpfert , Yinlam Chow , Chih-wei Hsu , Ivan Vendrov , Tyler Lu , Deepak Ramachandran , Craig Boutilier


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Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering


Jan 02, 2021
Najoung Kim , Ellie Pavlick , Burcu Karagol Ayan , Deepak Ramachandran

* Preprint 

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Do Language Embeddings Capture Scales?


Oct 11, 2020
Xikun Zhang , Deepak Ramachandran , Ian Tenney , Yanai Elazar , Dan Roth

* Accepted at EMNLP Findings 2020 and EMNLP BlackboxNLP workshop 2020 

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How Large Are Lions? Inducing Distributions over Quantitative Attributes


Jun 04, 2019
Yanai Elazar , Abhijit Mahabal , Deepak Ramachandran , Tania Bedrax-Weiss , Dan Roth


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