← Authors

Kay Rottmann

6 papers · 2008–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) πŸƒ Academic Marathon (15) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ACL (3) EMNLP (3)

Top co-authors

Christopher Hench (2) Jack Fitzgerald (2) Dieu-Thu Le (2) Charith Peris (2) Chris Church (1) Donato Crisostomi (1) Enrico Palumbo (1) Misha Britan (1) Stephan Vogel (1) Aaron Nash (1)

Research topics

Applications (1)

Keywords

intent classification (2) natural language understanding (2) cross-lingual transfer (1) named entity recognition (1) text generation (1) adversarial training (1) importance weighting (1) distribution shift (1) training efficiency (1) batch processing (1) sampling bia (1) slot filling (1) seq2seq model (1) multilingual natural language understanding (1) multilingual nlu (1) virtual assistant (1) adversarial text generation (1) data redundancy (1) compute reduction (1) training data re-weighting (1)

Papers

MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses ACL 2023
Unsupervised training data re-weighting for natural language understanding with local distribution approximation EMNLP 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022
Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition EMNLP 2022
Recent Improvements in the CMU Large Scale Chinese-English SMT System ACL 2008