Paul-Alexis Dray

5 papers · 2020–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (2) NeurIPS (2) ICML (1)

Top co-authors

Jacopo Staiano (5) Benjamin Piwowarski (5) Sylvain Lamprier (5) Thomas Scialom (5) Patrick Gallinari (1) Alex Wang (1)

Research topics

Machine Learning (3) Learning Types (3) Natural Language Processing (2) Generation (2) Artificial Intelligence (1) Application Areas (1) Applications (1) Learning Paradigms (1) Resources & Methods (1)

Keywords

generative adversarial network (2) reinforcement learning (2) text generation (2) language generation (2) text summarization (2) question answering (1) summarization evaluation (1) maximum likelihood estimation (1) human judgment (1) cooperative learning (1) reference-free evaluation (1) exposure bia (1) abstractive summarization (1) multilingual dataset (1) neural summarization (1) cross-lingual summarization (1) sequence generation (1) sequence decoding (1) adversarial learning (1) domain adaptation (1)

Papers

QuestEval: Summarization Asks for Fact-based Evaluation EMNLP 2021 To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs NeurIPS 2021 ColdGANs: Taming Language GANs with Cautious Sampling Strategies NeurIPS 2020 Discriminative Adversarial Search for Abstractive Summarization ICML 2020 MLSUM: The Multilingual Summarization Corpus EMNLP 2020