Weijia Xu
Weijia Xu has 2 papers in our library, in 2020–2023, most of them on Machine translation, Multilingual & cross-lingual NLP; often with Eleftheria Briakou, Marine Carpuat, Saab Mansour.
OpenAlex · ORCID · h-index 9 · 44 works · 571 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 112 times in our library · ⭐ Paper Stars ranking: #5111
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workMachine translation · 1 work
Works by year
2020s
Papers
- End-to-End Slot Alignment and Recognition for Cross-Lingual NLU (2020 · 194 citations)
Goal-oriented dialog systems depend on NLU, which classifies a user's intent and labels slots. Porting such a system to a new language usually means machine-translating the English training data and then projecting slot labels onto the translations. That projection step is error-prone, particularly for languages that… - Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection (2023 · 85 citations)
Neural machine translation systems sometimes produce "detached hallucinations," which are outputs largely unrelated to the source sentence.
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2023
Cited by
Updated
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