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05/24/2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations
Abductive reasoning aims to find plausible explanations for an event. Th...
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05/23/2023
HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision
Explainable multi-hop question answering (QA) not only predicts answers ...
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10/25/2022
Teal: Learning-Accelerated Optimization of Traffic Engineering
In the last decade, global cloud wide-area networks (WANs) have grown 10...
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10/20/2022
Unsupervised Text Deidentification
Deidentification seeks to anonymize textual data prior to distribution. ...
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01/08/2022
Low-Rank Constraints for Fast Inference in Structured Models
Structured distributions, i.e. distributions over combinatorial spaces, ...
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09/10/2021
Reference-Centric Models for Grounded Collaborative Dialogue
We present a grounded neural dialogue model that successfully collaborat...
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11/09/2020