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Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?
to expectations, machine translation as the continued training fails to enhance cross-lingual representation learning in multiple cross-lingual natural language understanding tasks. We to another is espec...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing
. To tackle this issue, we introduce a cross-lingual training strategy. The proposed method is model-agnostic yet highly effective. It leverages cross-lingual training that models trained using the cross-<...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing
This paper investigates the problem of learning cross-lingual representations in a contextual space. We propose Cross-Lingual BERT Transformation (CLBT), a simple and efficient approach to generate cro...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages
Cross-lingual transfer learning has become an important weapon to battle cross-lingual transfer. We conduct experiments on cross-lingual dependency parsing techniques to transfer across languages ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Assessing the Cross-linguistic Utility of Abstract Meaning Representation
pairs compare to string-based representations of cross-lingual sentence pairs? We-English annotation schemas, cross-lingual text-to-AMR parsing, and AMR-to-(non-English) text generation. We advance prior ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- JSC •
- Link
Rok uplatnění
JSC - Článek v periodiku v databázi SCOPUS
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Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection
"We study the problem of cross-lingual transfer learning for event detection. To address this issue, we introduce a novel approach for cross-lingual ED where for cross-lingual ED." approaches invo...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
A Corpus of German Abstract Meaning Representation (DeAMR)
previous work that finds both cases of cross-lingual structural alignment and cases of meaningful linguistic divergence. Finally, we fine-tune state-of-the-art multi-lingual and cross-lingual AMR parsers ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Language embeddings for typology and cross-lingual transfer learning
Cross-lingual language tasks typically require a substantial amount of annotated data or parallel translation data. We explore whether language representations in cross-lingual tasks without the use of par...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- D
Rok uplatnění
D - Stať ve sborníku
A Survey of Cross-lingual Word Embedding Models
Cross-lingual representations of words enable us to reason about word meaning inmultilingual contexts and are a key facilitator of cross-lingual transfer when provide acomprehensive typology of cross
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Limitations and Challenges of Unsupervised Cross-lingual Pre-training
Cross-lingual alignment methods for monolingual language representations have of the factors that play a role in cross-lingual pre-training, both for cross-lingual that unsupervised c...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
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