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1
Rethinking Automatic Evaluation in Sentence Simplification
In: https://hal.inria.fr/hal-03199901 ; 2021 (2021)
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2
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering
In: https://hal.inria.fr/hal-03109187 ; 2021 (2021)
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3
MLSUM: The Multilingual Summarization Corpus
In: https://hal.sorbonne-universite.fr/hal-02989017 ; 2020 (2020)
Abstract: We present MLSUM, the first large-scale MultiLingual SUMmarization dataset. Obtained from online newspapers, it contains 1.5M+ article/summary pairs in five different languages -- namely, French, German, Spanish, Russian, Turkish. Together with English newspapers from the popular CNN/Daily mail dataset, the collected data form a large scale multilingual dataset which can enable new research directions for the text summarization community. We report cross-lingual comparative analyses based on state-of-the-art systems. These highlight existing biases which motivate the use of a multi-lingual dataset.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
URL: https://hal.sorbonne-universite.fr/hal-02989017
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4
MLSUM: The Multilingual Summarization Corpus ...
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5
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering ...
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6
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models ...
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7
DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques ...
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8
Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines ...
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9
Deep Feelings: A Massive Cross-Lingual Study on the Relation between Emotions and Virality ...
Guerini, Marco; Staiano, Jacopo. - : arXiv, 2015
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10
DepecheMood: a Lexicon for Emotion Analysis from Crowd-Annotated News ...
Staiano, Jacopo; Guerini, Marco. - : arXiv, 2014
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