Search Results for author: Maryam Aminian

Found 8 papers, 0 papers with code

Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies

no code implementations EMNLP 2020 Maryam Aminian, Mohammad Sadegh Rasooli, Mona Diab

We describe a method for developing broad-coverage semantic dependency parsers for languages for which no semantically annotated resource is available.

Cross-Lingual Transfer

Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies

no code implementations30 Apr 2020 Maryam Aminian, Mohammad Sadegh Rasooli, Mona Diab

We make use of supervised syntactic parsing as an auxiliary task in a multitask learning framework, and show that with different multitask learning settings, we consistently improve over the single-task baseline.

Cross-Lingual Transfer

Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles

no code implementations WS 2019 Maryam Aminian, Mohammad Sadegh Rasooli, Mona Diab

We describe a transfer method based on annotation projection to develop a dependency-based semantic role labeling system for languages for which no supervised linguistic information other than parallel data is available.

Cross-Lingual Transfer Semantic Role Labeling

Transferring Semantic Roles Using Translation and Syntactic Information

no code implementations IJCNLP 2017 Maryam Aminian, Mohammad Sadegh Rasooli, Mona Diab

Our paper addresses the problem of annotation projection for semantic role labeling for resource-poor languages using supervised annotations from a resource-rich language through parallel data.

Semantic Role Labeling Translation +1

Automatic Verification and Augmentation of Multilingual Lexicons

no code implementations WS 2016 Maryam Aminian, Mohamed Al-Badrashiny, Mona Diab

We present an approach for automatic verification and augmentation of multilingual lexica.

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