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Wolfgang Macherey

20 papers · 2007–2024 · 7 venues · across top CS/AI venues

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Achievements

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+5 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Full πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (20)
πŸ”¬ Deep Specialist (13) πŸ—ƒοΈ Keyword Collector (62) πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze

Venues

ACL (7) EMNLP (6) ICML (2) NAACL (2) EACL (1) Interspeech (1) NeurIPS (1)

Top co-authors

Yong Cheng (6) Shankar Kumar (4) Ankur Bapna (4) Lu Jiang (4) Colin Cherry (4) Franz Och (3) George Foster (3) Melvin Johnson (3) Orhan Firat (3) Naveen Arivazhagan (2)

Research topics

Natural Language Processing (13) Applications (13) Deep Learning (5) Machine Learning (5) Learning Types Β· Deep Learning (3) Learning Types Β· Machine Learning (3) Artificial Intelligence (2) Speech & Audio (2) Application Areas (2) Architectures (2) Core AI (2) Resources & Methods (2) Computer Vision (1) Generation (1) Optimization & Theory (1)

Keywords

neural machine translation (7) machine translation (3) speech translation (2) adversarial learning (2) attention mechanism (2) multimodal learning (1) speech recognition (1) self-supervised learning (1) speech synthesis (1) voice conversion (1) model robustness (1) multilingual translation (1) data augmentation (1) conditional computation (1) adversarial augmentation (1) image generation (1) knowledge base (1) computational efficiency (1) deep architecture (1) transformer architecture (1)

Papers

Barriers to Effective Evaluation of Simultaneous Interpretation EACL 2024 Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models ICML 2023 SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs NeurIPS 2023 Findings of the Third Workshop on Automatic Simultaneous Translation NAACL 2022 Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation ACL 2022 Self-supervised and Supervised Joint Training for Resource-rich Machine Translation ICML 2021 AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL 2020 KoBE: Knowledge-Based Machine Translation Evaluation EMNLP 2020 Re-translation versus Streaming for Simultaneous Translation ACL 2020 Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model Interspeech 2019 Monotonic Infinite Lookback Attention for Simultaneous Machine Translation ACL 2019 Robust Neural Machine Translation with Doubly Adversarial Inputs ACL 2019 Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018 The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018 Expected Sequence Similarity Maximization NAACL 2010 Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices ACL 2009 Lattice-based Minimum Error Rate Training for Statistical Machine Translation EMNLP 2008 Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation EMNLP 2008 An Empirical Study on Computing Consensus Translations from Multiple Machine Translation Systems EMNLP 2007 Improving Word Alignment with Bridge Languages EMNLP 2007