Yael Green
2018
Term Set Expansion based NLP Architect by Intel AI Lab
Jonathan Mamou
|
Oren Pereg
|
Moshe Wasserblat
|
Alon Eirew
|
Yael Green
|
Shira Guskin
|
Peter Izsak
|
Daniel Korat
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
We present SetExpander, a corpus-based system for expanding a seed set of terms into a more complete set of terms that belong to the same semantic class. SetExpander implements an iterative end-to-end workflow. It enables users to easily select a seed set of terms, expand it, view the expanded set, validate it, re-expand the validated set and store it, thus simplifying the extraction of domain-specific fine-grained semantic classes. SetExpander has been used successfully in real-life use cases including integration into an automated recruitment system and an issues and defects resolution system.
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings
Jonathan Mamou
|
Oren Pereg
|
Moshe Wasserblat
|
Ido Dagan
|
Yoav Goldberg
|
Alon Eirew
|
Yael Green
|
Shira Guskin
|
Peter Izsak
|
Daniel Korat
Proceedings of the 27th International Conference on Computational Linguistics: System Demonstrations
We present SetExpander, a corpus-based system for expanding a seed set of terms into a more complete set of terms that belong to the same semantic class. SetExpander implements an iterative end-to end workflow for term set expansion. It enables users to easily select a seed set of terms, expand it, view the expanded set, validate it, re-expand the validated set and store it, thus simplifying the extraction of domain-specific fine-grained semantic classes. SetExpander has been used for solving real-life use cases including integration in an automated recruitment system and an issues and defects resolution system. A video demo of SetExpander is available at https://drive.google.com/open?id=1e545bB87Autsch36DjnJHmq3HWfSd1Rv .
Search
Co-authors
- Jonathan Mamou 2
- Oren Pereg 2
- Moshe Wasserblat 2
- Alon Eirew 2
- Shira Guskin 2
- show all...