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08/26/2023
Quantifying the Influence of User Behaviors on the Dissemination of Fake News on Twitter with Multivariate Hawkes Processes
Fake news has emerged as a pervasive problem within Online Social Networ...
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11/28/2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality
Recent datasets expose the lack of the systematic generalization ability...
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08/11/2022
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages
Machine translation has seen rapid progress with the advent of Transform...
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12/16/2021
Learning and Analyzing Generation Order for Undirected Sequence Models
Undirected neural sequence models have achieved performance competitive ...
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09/30/2021
Inducing Transformer's Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks
Systematic compositionality is an essential mechanism in human language,...
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06/02/2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization
Abstractive summarization, the task of generating a concise summary of i...
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03/24/2021
A tale of two metrics: Polling and financial contributions as a measure of performance
Campaign analysis is an integral part of American democracy and has many...
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11/05/2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
We introduce HoVer (HOppy VERification), a dataset for many-hop evidence...
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09/12/2019
Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning
Multi-hop QA requires a model to connect multiple pieces of evidence sca...
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06/17/2019
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA
Multi-hop question answering requires a model to connect multiple pieces...
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06/12/2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension
Multi-hop reading comprehension requires the model to explore and connec...
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05/19/2019
Toward Scalable Fully Homomorphic Encryption Through Light Trusted Computing Assistance
It has been a long standing problem to securely outsource computation ta...
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09/12/2018