Slav Petrov

Boemo jwa Thuto le Boporofeshenale

Tshwetso ya thuto ya Petrov e ralala dinaga tse tharo mme e bontsha seabe sa boditšhabatšhaba mo mošomong wa gagwe. O feditse Diplom mo go Saense ya Khomputara le Tsamaiso ya Kgwebo kwa Freie Universität Berlin pele a tswelela ka dithuto tsa bongaka mo go Saense ya Khomputara kwa University of California, Berkeley. Moragonyana o ile a ithuta kwa Duke University mo e leng karolo ya tsela ya gagwe ya pele ya thuto. Go tloga ka 2010 go fitlha ka 2016, o ne a direla jaaka Adjunct Professor kwa New York University, kwa a neng a ruta Statistical Natural Language Processing — tiro e e neng e tsamaya ka nako e e tshwanang le tiro ya gagwe ya mo tirong kwa Google, kwa a neng a tsenela ka August 2009.

Maikarabelo kwa Google DeepMind

Kwa Google DeepMind, Petrov o tshwere maemo a Motlatsamogolo wa Dipatlisiso le go etelela ka kopanelo Post-Training ya Gemini, e leng modirisiwa o mogolo wa puo o o tummeng wa khampani. Post-training ke karolo ya botlhokwa mo tlhabololong ya mekgwa e megolo ya puo, e akaretsang ditsela tse di tokafatsang maitsholo a modirisiwa, bokgoni jwa go latela ditaelo, le go tsamaisana le se se lebeletsweng morago ga pretraining ya ntlha. Sehlopha sa gagwe se arogantswe mo lefatsheng lotlhe, se bontsha bogolo le bothata jwa tiro e e amegang. Pele ga go tlhongwa ga Google DeepMind, Petrov o ne a etelela pele maiteko a dipatlisiso tsa NLP a a neng a tswelela ka go tlhamela ka kotloloho dihlahiswa tsa Google jaaka Search, Ads, Translate, Assistant, le Chrome.

Ditlaleletso tsa gagwe mo dipampiring di ralala dingwaga di feta lesome mme di akaretsa mefuta e e farologaneng ya ditlhogo mo go natural language processing, go akaretsa phetolo ya puo ka mochine, parsing, le go neela dikaelo mo go tlhagiseng puo. Ke motlatsedi mo dipampiring tsa boammaaruri tse di amanang le maiteko a Google a mekgwa e megolo, go akaretsa tiro mo go PaLM, PaLM 2, Gemini, Gemini 1.5, le Gemma 2, le gape le dataset ya Natural Questions — sedirisiwa se se dirisiwang thata mo dipatlisisong tsa go araba dipotso.

Dikabelo tsa Dipatlisiso le Kitso

Tiro ya dipatlisiso ya Petrov e akaretsa dikabelo mo syntactic parsing, machine translation, le tlhabololo ya mananeo a tekanyetso ya go tlhagisa puo. Lefelo le le lengwe le le lemogegang la tiro ya gompieno le akaretsa go lekanya attribution mo mekgweng ya tlhagiso ya puo — go sekaseka gore dipoelo tsa modirisiwa di ka bo di latelwa go tswa mo mehloling e e ka netefatswang, kgakololo e e godileng ka botlhokwa fa go dirisiwa mekgwa e megolo ya go tlhagisa. Tiro eno, e e gatisitsweng mo Computational Linguistics ka 2023, e bontsha kgatlhego e e pharaletseng mo go direng gore dipoelo tsa mekgwa ya puo di nne tse di ikanyegang le tse di tlhaloganyegang.

Ntle le dikgele tsa gagwe mo dipampiring kwa ACL le NAACL, Petrov o amogetse 10-year Test-of-Time Award kwa ACL 2023, e e lemogang dipatlisiso tse di neng di dirilwe dingwaga di le lesome pele mme tsa ipaka di sa kgaogane ka seabe sa tsone mo lebaleng. Mafelo a gagwe a dipatlisiso, jaaka a kwadilwe mo bukeng ya dipatlisiso ya Google, a ralala Natural Language Processing, Machine Translation, Machine Intelligence, le General Science.

Kaelo le Ditiro Tse Dingwe

Petrov o nnile mo Bulgaria, Jeremane, le United States ka tekanyo e e batlang e lekana, mme jaanong o theilwe kwa Berlin. Ditiro tsa gagwe tsa pele tsa tlhodisano di akaretsa World Championship kwa RoboCup 2004 — tlhodisano ya bodiragatsi ya roboto ya boditšhabatšhaba — e e neng e le pele ga tiro ya gagwe mo dipatlisisong tsa NLP. O feditse Diplom ya gagwe kwa Freie Universität Berlin, mme nako ya gagwe mo Jeremane e bonala e tswetse pele le morago ga tiro ya gagwe, ka Berlin e le setsi sa gagwe sa jaanong le fa a etelela dipatlisiso tsa nngwe ya ditlhopha tsa AI tse di tummeng thata mo lefatsheng. O bontshitse boikanyego jwa gagwe mo sehlopheng sa bolo ya dinao sa naga ya Bulgaria, segolo thata mo metshamekong kgatlhanong le Jeremane.