Angela Fan
| Angela Fan | |
|---|---|
| Born | 1994 (age 29–30)[1] |
| 🎓 Alma mater | Harvard (BA) INRIA (PhD) |
| 💼 Occupation | |
| 👔 Employer | Meta AI |
| 🏅 Awards | 2012 ISEF Biology[2] |
Angela Fan is a research scientist at Meta AI in Paris focusing on machine translation.[3]
Biography[edit]
Fan has a PhD from INRIA Nancy on text generation and a Bachelor in statistics from Harvard.[4]
Research[edit]
Fan research deals with generating Wikipedia articles using AI.[5]
In particular, generating biographies of marginalized groups, such as women from Africa or Asia and women who work in science. The AI model not only allows to reduce the gender bias by helping to generate articles; it also helps to address the bias in the content of the biographies.[6][7]
Publications[edit]
Fan has written or contributed to several academic articles focused on machine translation and text generation.[8]
Selected works[edit]
- Angela Fan, Claire Gardent, Chloé Braud, Antoine Bordes; "Augmenting Transformers with KNN-Based Composite Memory for Dialog". Transactions of the Association for Computational Linguistics 2021; 9 82–99.[9]
- Angela Fan, Mike Lewis, and Yann Dauphin. 2018. "Hierarchical Neural Story Generation". In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 889–898. Association for Computational Linguistics.[10][11]
- Dinan, Emily, et al. "Wizard of wikipedia: Knowledge-powered conversational agents" arXiv preprint arXiv:1811.01241 (2018).[12]
- Fan, Angela, Edouard Grave, and Armand Joulin. "Reducing transformer depth on demand with structured dropout" arXiv preprint arXiv:1909.11556 (2019).[13]
- Angela Fan, David Grangier, and Michael Auli. 2018. "Controllable Abstractive Summarization". In Proceedings of the 2nd Workshop on Neural Machine Translation and Generation, pages 45–54. Association for Computational Linguistics. [14]
- Fan, Angela, Mike Lewis, and Yann Dauphin. "Strategies for structuring story generation" arXiv preprint arXiv:1902.01109 (2019).[15]
Recognition[edit]
In 2012, Fan received an ISEF Science Award, that recognizes innovations by teens, for her research on root growth.[2][16][17][18]
References[edit]
- ↑ "Huihui 'Angela' Fan". viaf.org. Retrieved 2022-07-02.
- ↑ 2.0 2.1 Anderson, Patrick (2013-05-13), Angela Fan - Intel - ISEF Science Award Winner 2013, retrieved 2022-04-08
- ↑ "Angela Fan". Meta AI. Retrieved 2022-04-08.
- ↑ "Invited talk: Angela Fan". LORIA SyNaLP lab - python4nlp. 2020-06-18. Retrieved 2022-04-08.
- ↑ Harris, Jeremie (2022-04-06). "Generating Wikipedia articles with AI". Medium. Retrieved 2022-04-08.
- ↑ "Generating Biographies of Marginalized Groups". Meta. 2022-03-30. Retrieved 2022-04-08.
- ↑ "Using AI to deliver more inclusive biographical content on Wikipedia". ai.facebook.com. Retrieved 2022-07-01.
- ↑ "Angela Fan". Google Scholar. Retrieved 2022-04-08.
- ↑ Fan, Angela; Gardent, Claire; Braud, Chloé; Bordes, Antoine (2021-03-01). "Augmenting Transformers with KNN-Based Composite Memory for Dialog". Transactions of the Association for Computational Linguistics. 9: 82–99. doi:10.1162/tacl_a_00356. ISSN 2307-387X.
- ↑ Fan, Angela; Lewis, Mike; Dauphin, Yann (2018-07-15). "Hierarchical Neural Story Generation". Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics: 889–898. doi:10.18653/v1/P18-1082.
- ↑ "Video recording of Hierarchical Neural Story Generation presentation", 56th Annual Meeting of the Association for Computational Linguistics, 2018-07-15, retrieved 2022-07-02
- ↑ Dinan, Emily; Roller, Stephen; Shuster, Kurt; Fan, Angela; Auli, Michael; Weston, Jason (2019-02-21). "Wizard of Wikipedia: Knowledge-Powered Conversational agents". arXiv:1811.01241 [cs].
- ↑ Fan, Angela; Grave, Edouard; Joulin, Armand (2019-09-25). "Reducing Transformer Depth on Demand with Structured Dropout". arXiv:1909.11556 [cs, stat].
- ↑ Fan, Angela; Grangier, David; Auli, Michael (2017-11-14). "Controllable Abstractive Summarization".
- ↑ Fan, Angela; Lewis, Mike; Dauphin, Yann (2019-06-15). "Strategies for Structuring Story Generation". arXiv:1902.01109 [cs].
- ↑ "NYC-Area High School Student Working with NYU Biologists Captures Third Place at Intel Science Talent Search". NYU News Release. 2012-03-19. Retrieved 2022-04-08.
- ↑ "Collaboration: The Heart of Scientific Discovery". Society for Science. 2013-01-11. Retrieved 2022-04-08.
- ↑ "Collaboration: The Heart of Scientific Discovery". community.intel.com. 2013-01-10. Retrieved 2022-04-08.
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