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02/18/2022
LG-LSQ: Learned Gradient Linear Symmetric Quantization
Deep neural networks with lower precision weights and operations at infe...
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12/31/2020
Conditional Generation of Temporally-ordered Event Sequences
Models encapsulating narrative schema knowledge have proven to be useful...
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10/24/2020
ReadOnce Transformers: Reusable Representations of Text for Transformers
While large-scale language models are extremely effective when directly ...
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10/24/2020
Effective Distant Supervision for Temporal Relation Extraction
A principal barrier to training temporal relation extraction models in n...
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09/18/2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering
Current methods in open-domain question answering (QA) usually employ a ...
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10/07/2019
Multi-hop Question Answering via Reasoning Chains
Multi-hop question answering requires models to gather information from ...
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10/02/2018