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06/29/2023
Benchmarking Large Language Model Capabilities for Conditional Generation
Pre-trained large language models (PLMs) underlie most new developments ...
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05/23/2023
μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
Cross-lingual summarization consists of generating a summary in one lang...
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11/15/2022
QAmeleon: Multilingual QA with Only 5 Examples
The availability of large, high-quality datasets has been one of the mai...
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12/06/2021
Curriculum Meta-Learning for Few-shot Classification
We propose an adaptation of the curriculum training framework, applicabl...
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07/17/2019
OmniNet: A unified architecture for multi-modal multi-task learning
Transformer is a popularly used neural network architecture, especially ...
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06/12/2019
Unified Semantic Parsing with Weak Supervision
Semantic parsing over multiple knowledge bases enables a parser to explo...
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10/29/2018
On Controllable Sparse Alternatives to Softmax
Converting an n-dimensional vector to a probability distribution over n ...
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09/20/2018
Deep Domain Adaptation under Deep Label Scarcity
The goal behind Domain Adaptation (DA) is to leverage the labeled exampl...
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07/18/2017
Story Generation from Sequence of Independent Short Descriptions
Existing Natural Language Generation (NLG) systems are weak AI systems a...
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08/26/2015