David Rau

3 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

ACL (2) EMNLP (1)

Top co-authors

Stéphane Clinchant (2) Hervé Déjean (2) Vassilina Nikoulina (2) Nadezhda Chirkova (2) Thibault Formal (2) Dieuwke Hupkes (1) Joris Baan (1) Mitja Nikolaus (1) Elia Bruni (1) Shuai Wang (1)

Research topics

Deep Learning (3) Machine Learning (2) Natural Language Processing (2) Applications (2) Learning Types (2) Resources & Methods (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Optimization & Theory (1) Techniques (1)

Keywords

retrieval-augmented generation (2) language model (2) question answering (2) cross-lingual information retrieval (1) recurrent neural network (1) evaluation metric (1) parameter space (1) sequence-to-sequence model (1) sequence to sequence (1) neural network (1) attention mechanism (1) benchmarking library (1) multilingual retrieval (1) information retrieval (1)

Papers

BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024 Retrieval-augmented generation in multilingual settings ACL 2024 On the Realization of Compositionality in Neural Networks ACL 2019