6 ?????? 2019 /????? ????? ??????? ???????/ ????? ??????? ?????? ????? ????????? (ICCV)? ??? ??? ????????? ?????????? ??? ???? ????????? ?? ???? ?????? ???????? ?????? ??? ?? ??????? ?? ????? ????????（VATEX Captioning Challenge）???? ???? ???? ??????? ? ????? ??? ???? ???? ??? ????? ??????? ????? ??????? ?????? ?????????? ??????? ?????? ????????? ?? ???? "????? ???????" ??????? ?????? ???????????? ?????? ???????? ?? ??? ??????? ???????? ??????? ???????????.

???? "????? ???????" ?? ???? ?????????? ?????? ????????? ?? ??????? ?? ??? ????? ????? ??????? ??????? (???? ?????) ????? ??????? ?????? ?????????? ??????? ?????? ???? ???? ???? "?????? ?????? ?????? ?????????". ????? "????? ???????" ?????? ??? ?????? ?? ????? ??????? ?????? ????? ??????? ??????? (???? ?????) ???????? ????????? ?????? ????????? ????? ??????? ?????? ?????????? ??????? ??????? ???????? "????? ??????? " "???? ????????? ?????? ?????????" ?????? ????? ??????? ??????? (???? ?????) ???? ????? ??? " ?????? ????????? + ??? ???????" ? ????? ?? ???????? ???????? ??????? ??? ???????? ???????? ?????? ????? ?? ?????? ?????? ?? ??? ???????.

??? ??????? ?? ??????? ?????? ????? ????????? (ICCV) ??????? ???? ?????? ???????? ????????????? (IEEE) ????? ?? ?????? ????? ??? ??? ??????? ????????? ??? ???? ????? ?? ??? ?????? ??? ????? ????????? ???????. ??? ????? ???????? ???? ????? ?? ??? ??????? ?????? ????? ????????? (ICCV)? ?????? ?????????? ?? ????? ??????  (UCSB) ? ??? ?? ????? ???????? ??? ????? ?????? ??????? ?????? ??????????? ???????? ???? ?? 20 ?????? ?? ???? ????? ?????? ? ??? ?? ??? ???????? ??????? ??????? ?????. ??? ????? ?????? ????? ?? ????? ??????? ??????? ?????????? ?????? ???????????? ?????? ?????? ?????????? ?????? ???? ?????? ????? ??????? ???? ????? ????????.

"??? ??????? ?????? ?? ????? ???? ????? ??????? ?????? ????? ???????? ????????? ??? ????" ?????? ??? ?????? ??????? ". ???? ?? ???? ? ?????? ?? ???? ??????? ??????????? ??????? ??????? ????? "????? ??????? " ?????? ????? ????? ??????? ??????? ?? ??? ??????? ????? ??? ???? ????????? ? ???????? ???????? ????.