Mapulogalamu a Natural Language Processing Technology

Kodi NLP idzapanga bwanji tsogolo la Tech Tech?

Kusintha kwachinenero chamanja, kapena NLP ndi nthambi ya nzeru zopanga zinthu zomwe zimakhudza kwambiri njira zomwe makompyuta ndi anthu amagwirizanirana. Chilankhulo chaumunthu, chinapangidwa zaka zikwi ndi zikwi, chakhala njira yolankhulirana yomwe imanyamula zinthu zambiri zomwe zimapitirira mawu okha. NLP idzakhala tekinoloje yofunikira pokonza kusiyana pakati pa kuyankhulana kwa anthu ndi deta yamakina. Nazi njira zisanu zomwe kusinthira chinenero cha chilengedwe kudzagwiritsidwa ntchito m'zaka zikubwerazi.

01 ya 05

Kusintha kwa Machine

Liam Norris / Stone / Getty Images

Monga momwe dziko lapansi likudziwira pa intaneti, ntchito yopanga deta imeneyi ikupezeka yofunika kwambiri. Vuto lopanga nzeru za dziko likufikira kwa aliyense, potsutsana ndi zilankhulo za chilankhulo, zangowonjezera mphamvu ya kumasulira kwaumunthu. Makampani abwino monga Duolingo akuyang'ana kupeza anthu ambiri kupereka, potsata ntchito yomasulira ndi kuphunzira chinenero chatsopano. Koma kumasulira kwa makina kumapereka njira zowonjezereka zowonjezera zogwirizana ndi zomwe dziko lapansi likudziwa. Google ndi kampani yomwe ili kutsogolo kwa kusindikiza kwa makina, pogwiritsa ntchito injini yowonetsera chiwerengero cha ntchito yake yomasulira Google. Chovuta ndi makina osindikizira makina sikutanthauzira mawu, koma poteteza tanthawuzo la ziganizo, vuto lalikulu lamakono omwe ali pamtima wa NLP.

02 ya 05

Kulimbana ndi Spam

Zosefera za spam zakhala zofunikira monga mzere woyamba wa chitetezo pa vuto lowonjezeka la imelo yosafuna. Koma pafupifupi aliyense amene amagwiritsa ntchito imelo ambiri amva ululu pa maimelo osafuna omwe adakali alandiridwe, kapena maimelo ofunika omwe agwidwa mwachangu mu fyuluta. Zolakwika zabodza ndi zabodza zowonongeka kwa spam zili pamtima pa luso la NLP, ndikuyambiranso kuthana ndi vuto lakutenga tanthauzo kuchokera kuzinthu zolemba. Katswiri wamakono omwe wasamalidwa kwambiri ndi kuwonetseratu kwa a Bayesian spam , njira ya chiwerengero yomwe chiwerengero cha mawu mu imelo chikuyesedwa motsutsana ndi zochitika zomwe zimachitika pamakalata a spam komanso osakhala ogawa.

03 a 05

Zowonjezera Zowonjezera

Zosankha zofunikira zambiri m'misika yamalonda zikupita patsogolo kwambiri kuchoka kwa kuyang'anira ndi kuyang'anira anthu. Ndalama zamakono zimakhala zowonjezereka kwambiri, mtundu wa ndalama zomwe zimayendetsedwa ndi teknoloji. Koma zambiri mwazisankho zachuma zimakhudzidwa ndi nkhani, ndi zofalitsa zomwe zikuperekedwabe makamaka mu Chingerezi. Ntchito yaikulu, ndiye, ya NLP yayamba kulengeza mauthengawa omveka bwino, ndikutenga zofunikira zowonjezera zomwe zingagwirizane ndi zisankho zogulitsa. Mwachitsanzo, nkhani za mgwirizano pakati pa makampani zingakhudzidwe kwambiri ndi zisankho za malonda, ndi liwiro limene malemba, kuphatikiza, mitengo, omwe amapeza, omwe angaphatikizidwe mu ndondomeko ya malonda angakhale ndi phindu mu mamiliyoni a madola.

04 ya 05

Kukambilana

Kuwonjezereka kwachinsinsi ndi zochitika zenizeni m'badwo wathu wa digito, ndipo kale kufika kwathu kwa chidziwitso ndi chidziwitso chimaposa momwe tingathe kumvetsetsa. Ichi ndi chiwonetsero chomwe sichisonyeza chizindikiro cha kuchepetsa, kotero kuti kuthekera kufotokoza tanthauzo la zikalata ndi chidziwitso ndikofunika kwambiri. Izi ndizofunikira osati potilola kuti tidziwe ndikudziŵa zomwe zimapindulitsa kuchokera ku deta yambiri. Chotsatira china chofunikirako ndikumvetsa tanthauzo la maganizo, mwachitsanzo, pogwiritsa ntchito chiwerengero chodziwika kuchokera kwa anthu ocheza nawo , kodi kampani ikhoza kudziwa zomwe zimachitika chifukwa cha zopereka zawo zamakono? Nthambi iyi ya NLP idzagwiritsidwa ntchito kwambiri ngati chuma chamtengo wapatali.

05 ya 05

Kuyankha Mafunso

Ma injini amafufuzira chuma cha dziko lapansi pang'onopang'ono, koma adakali ovuta kwambiri poyankha mafunso enieni omwe anthu amafunsa. Google yatha kukhumudwa kumene kwabwera mwa ogwiritsa ntchito, omwe kawirikawiri amayesa kufufuza zotsatira zosiyanasiyana kuti apeze yankho lomwe akufuna. Cholinga chachikulu cha zoyesayesa za Google ku NLP ndakhala ndikuzindikira mafunso achilankhulo, kuchotsa tanthawuzo, ndi kupereka yankho, ndipo kusinthika kwa tsamba la zotsatira za Google kwawonetsa izi. Ngakhale kuti zikuwongolera, izi zimakhalabe zovuta kwambiri pa injini zofufuzira, ndipo chimodzi mwa zikuluzikulu zofufuza kafukufuku wa chinenero chakuthupi.