10.8k citations
- Université de MontréalCA34 papers
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- Centre National de la Recherche ScientifiqueFR19 papers
- École de Technologie SupérieureCA13 papers
- Louisiana State UniversityUS12 papers
- Stanford UniversityUS12 papers
- Georgia Institute of TechnologyUS11 papers
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Showing 2020 · cs.CLShow all
3 papers · 2 filters
cs.CL2020★ 3 cited
BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context
Jean-Philippe Corbeil, Hadi Abdi Ghadivel
Newly-introduced deep learning architectures, namely BERT, XLNet, RoBERTa and ALBERT, have been proved to be robust on several NLP tasks. However, the datasets trained on these arc…
cs.CL2020★ 14 cited
RikiNet: Reading Wikipedia Pages for Natural Question Answering
Dayiheng Liu, Yeyun Gong, Jie Fu +5
Reading long documents to answer open-domain questions remains challenging in natural language understanding. In this paper, we introduce a new model, called RikiNet, which reads W…
cs.CL2020
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming
Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno +2
Multi-Sentence Compression (MSC) aims to generate a short sentence with the key information from a cluster of similar sentences. MSC enables summarization and question-answering sy…