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Postdoctoral Fellowship, Machine Translation
5 months ago
There are more than 103 million displaced persons in the world today. While English remains the global language of policy exchange and studies, significant knowledge on refugee issues appears in other languages spoken where forced migration occurs. Machine translation (MT) improves the accessibility of relevant publications across different languages and facilitates fair and inclusive discussion among international stakeholders. However, challenges with in-domain multilingual neural machine translation (MNMT) limits the availability of efficient, affordable and manageable MT with usable translation quality for forced migration responses.
The successful fellow will collaborate with Carleton University and the Refugee Studies Centre at the University of Oxford to create an in-domain multiway parallel corpus from the regular and special issues of the Forced Migration Review journal. This corpus will then enable research on MNMT and its adaptation to the refugee domain. Finally, the fellow will research on training MNMT to translate unseen languages efficiently with mínimal resources.
**Education**:
PhD in Computer Science, Computational Linguistics or related discipline.
For information on certificates and diplomas issued abroad, please see Degree equivalency
**Experience**:
- Hands on experience in end-to-end MT modeling and training.
- Research experience in MNMT.
- Research experience in parallel corpus building, domain adaptation, non-English centric MT or low resource MT.
**Asset**:
- Assets are “nice-to-have” expertise and competencies we’re interested in. Not having them should not prevent you from applying._
- Ability to read Arabic, French, Spanish, Russian, Ukrainian, Burmese or Pashto would be an asset.
**Language Requirements**:
English
Information on language requirements and self-assessment tests
**Condition of Employment**:
Reliability Status
**Who is eligible?**:
- Fellowships will be for two years contingent on satisfactory progress achieved during the first year.
- Fellows will work in a lab under the direct supervision of an NRC researcher.
**Application Requirements**:
- Resume
- Statement of Interest in the project (maximum one page in length)
- PhD Transcript - an electronic copy is sufficient, it does not have to be an official version.
- List of Publications
In addition, applicants who best meet the requirements of the position will be asked to provide three letters of recommendation at a later stage of the competition process.
**Relocation**:
Relocation assistance will be determined in accordance with the NRC's directives.
**Compensation**:
The intent of this hiring action is to staff through the Postdoctoral Fellowships Program at the RCO-2/AsRO level, which is an early-career level position with a salary range of $74,230 to $103,093.
NRC employees enjoy a wide-range of competitive benefits including comprehensive health and dental plans, pension and insurance plans, vacation and other leave entitlements.
**Notes**:
- The incumbent must adhere to safe workplace practices at all times.
- We thank all those who apply, however only those selected for further consideration will be contacted.
Please direct your questions, with the requisition number (18905) to:
Telephone: 343-552-7798
**Closing Date**:27 March 2023 - 23:59 Eastern Time
