Ganizirani momwe mpaka zaka zingapo mmbuyomo, kuyang'ana koyenera kwa Google kudakwaniritsidwira pogwiritsa ntchito mawu olondola omwe adakonzedwa ndi mawu ofunsa a Boolean. Mwanjira iyi, ngati mukufuna kupeza mayankho kuchokera ku Google, muyenera kudziwa chilankhulo. Pakadali pano, Google idawonetsa kutsata kwa semantic. Ndiko kuwerengera ubale waukatswiri pakati pa mawu, kukupatsani mphamvu kuti mufunse mafunso monga momwe mungachitire ndi mnzanu. Mkati mwake, idamasulira funsolo kukhala gulu la Boolean lomwe limamvetsetsa - komabe kuzungulirako sikunali kotheka. Uwu ndiye luso lomwe limakupatsani mwayi wofunsa Siri kuti nyengo ndi yanji lero kapena ulendo wotsika mtengo kwambiri wopita ku Borneo ndi mawa, osasintha Chingerezi kukhala njira zowerengera. Chifukwa chake titha kunena kuti NLP ndikuwonjezera pakati pa makina ndi zilankhulo za anthu.

Kukonzekera kwa chilankhulo chodziwika bwino (NLP) ndi gawo la uinjiniya wa mapulogalamu omwe ali ndi nkhawa chifukwa cha mgwirizano pakati pa ma PC ndi zilankhulo za anthu (makhalidwe). Zimatanthawuza njira ya AI yolankhula ndi chilankhulo chodziwika bwino, mwachitsanzo, Chingerezi. Mukafuna chimango chanzeru ngati loboti kuti mupitilize mayendedwe anu kapena mukafuna kumva kusankha kuchokera ku nkhani yochokera kuukadaulo wamaluso pamafunika kuti muzitha chilankhulo wamba. Chifukwa chake titha kunena kuti gawo la NLP limaphatikizapo kupanga ma PC kuti azichita zinthu zothandiza ndi zilankhulo zomwe tikugwiritsa ntchito. Zambiri ndi zokolola za chimango cha NLP zitha kukhala nkhani komanso mayeso opangidwa.

Titha kunena kuti Popanda NLP, chidziwitso chopangidwa ndi anthu chimangomvetsetsa kufunikira kwa chilankhulo ndikuyankha mafunso olunjika, komabe sichingamvetsetse tanthauzo la mawu pokhazikitsa. Chifukwa chake, kugwiritsa ntchito zilankhulo Zachilengedwe kumalola makasitomala kuti azilankhula ndi kompyuta m'mawu awoawo, mwachitsanzo m'zilankhulo zodziwika bwino.NLP imathandiza ma PC kuti aziwerenga komanso kuchitapo kanthu popanganso luso la anthu kuti azitha kumvetsetsa chilankhulo wamba chomwe anthu amalankhula. Masiku ano, pali zochitika zambiri zogwiritsa ntchito zilankhulo zodziwika bwino m'malingaliro opangidwa ndi anthu omwe akugwira ntchito mpaka pano.

Zochitika za NLP IN AI

1. Kulemberana makalata: Mapulogalamu ambiri amakalata monga Facebook Messenger akugwiritsa ntchito chidziwitso chopangidwa ndi anthu. Zonsezi, kuyang'ana kwa Facebook kolimbikitsidwa kwambiri ndi AI. Miyezi ingapo m'mbuyomo, Facebook idalengeza thandizo lake la M lomwe limalumbira kukhala wothandizira wanu (ndi tsiku lotumizira anthu tbd): "M atha kuchita chilichonse chomwe munthu angachite."

2. Kumaliza kofulumira: Zitsanzo za machitidwe okonzekera chinenero m'maganizo opangidwa ndi anthu alinso m'zipatala zachipatala zomwe zimagwiritsa ntchito chinenero chodziwika bwino kuti zisonyeze kutsimikiza kwapadera kuchokera ku zolemba zosalongosoka za dokotala. Mapulogalamu a NLP a kujambula kwa mammographic ndi malipoti a mammogram amathandizira kuchotsedwa ndi kufufuza kwa chidziwitso pazosankha zamankhwala. Mapulogalamu a NLP amatha kuganiza zowopsa za zilonda zam'mimba mogwira mtima komanso kukana kufunikira kwa ma biopsy ochulukirapo ndikulimbikitsa chithandizo chachangu pomaliza.

3. Unikaninso kwa Makasitomala: Kukonzekera kwa chilankhulo chachilengedwe pamakambirano apakompyuta kumapangitsa kukhala kosavuta kusonkhanitsa zowerengera zazinthu kuchokera patsamba ndi kumvetsetsa zomwe ogula akunena kwenikweni monga momwe amaganizira pa chinthu china. Mabungwe omwe ali ndi zowerengera zambiri amatha kuzipeza ndikugwiritsa ntchito zomwe zasonkhanitsidwa kuwonetsa zatsopano kapena makonzedwe otengera zomwe kasitomala akufuna. Pulogalamuyi imathandiza mabungwe kupeza zofunikira pabizinesi yawo, kukonza kukhulupirika kwa ogula, kupangira zinthu zofunika kwambiri kapena zopindulitsa komanso kumvetsetsa bwino zomwe kasitomala amafuna.

4. Othandizira apamwamba kwambiri: Wothandizira wakutali, wotchedwanso AI dzanja lamanja kapena wothandizira pakompyuta, ndi pulogalamu yogwiritsira ntchito yomwe imamvetsetsa maulamuliro a mawu wamba ndikumaliza ntchito kwa kasitomala. Ma DA atha kuthandiza ogula kuchita masewera olimbitsa thupi kapena kuwongolera zochitika zapamalo oimbira foni kuti apereke mwayi wokumana ndi kasitomala wapamwamba ndikuchepetsa ndalama zogwirira ntchito. Tidzawona pang'onopang'ono mapulogalamuwa m'zida zosiyanasiyana, mwachitsanzo, mapulogalamu a PC, makina apanyumba a savvy, magalimoto ndi msika wogulitsa.

Makhalidwe Opangira Zinenero:

Makina Kutanthauzira

Tikuzindikira kuti kuchuluka kwa data yomwe ikupezeka pa intaneti ikukula, motero kufunika kofikirako kumakhala kofunikira pang'onopang'ono ndipo kuyerekezera kwa zilankhulo zodziwika bwino kumawonekera. Kumasulira kwa makina kumatilimbikitsa kuti tigonjetse malire a zilankhulo omwe timakumana nawo pafupipafupi pomasulira mabuku apadera, kusunga zinthu kapena mindandanda pamtengo wotsika kwambiri. Kuyesa ndi kupititsa patsogolo kutanthauzira kwamakina sikuli pakumasulira mawu, koma kumvetsetsa tanthauzo la ziganizo kuti apereke kutanthauzira kwenikweni.

Autilaini yokonzedwa

Ngati tifunika kupita kuzinthu zina, kagawo kakang'ono ka data kuchokera pazidziwitso zambiri ndiye kuti Kuchulukirachulukira ndi nkhani yeniyeni. Kufotokozera kwadongosolo ndikofunikira osati kungofotokozera mwachidule kufunikira kwa malipoti ndi deta, komanso kumvetsetsa tanthauzo lachidwi lomwe lili mkati mwa data, mwachitsanzo, kusonkhanitsa zambiri kuchokera pawailesi yakanema.

Kufufuza kwamalingaliro

Cholinga cha mayeso omaliza ndi kuzindikira zomwe zili m'makalata angapo kapenanso mu post yofananira pomwe kumverera sikumveka bwino. Mabungwe amagwiritsa ntchito zilankhulo zodziwika bwino, mwachitsanzo, kufufuza zoyerekeza, kuzindikira malingaliro ndi malingaliro pa intaneti kuti awathandize kumvetsetsa malingaliro a makasitomala pazinthu zawo ndi ntchito zawo komanso zolembera zomwe ali nazo. Kusankha molunjika molunjika, kufufuza komaliza kumamvetsetsa malingaliro pazochitika zinazake.

Makhalidwe a mawu

Kukonzekera kwa malembedwe kumapangitsa kuti zikhale zotheka kuyika magawo omwe adadziwika kale kunkhokwe ndikuwongolera kuti mupeze zomwe mukufuna kapena kuwongolera zochitika zingapo. Mwachitsanzo, kugwiritsa ntchito gulu la zolemba ndikulekanitsa sipamu mu imelo.

Kuyankha Mafunso

Kuyankha Mafunso (QA) kukuchulukirachulukira chifukwa chogwiritsa ntchito, mwachitsanzo, Siri, OK Google, mabokosi olankhulira ndi othandizira ochepa. Ntchito ya QA ndi chimango chomwe chimatha kuchita bwino pozindikira zopempha zamunthu. Itha kugwiritsidwa ntchito ngati mawonekedwe chabe kapena ngati njira yofotokozera nkhani. Magawo otsalawa ndi mayeso oyenera makamaka pama index a intaneti, ndipo ndi imodzi mwamagwiritsidwe ntchito ka chilankhulo pokonzekera kafukufuku.

Zotsatira zake za NLP

Kodi tsogolo la chinenero cha anthu onse n'chiyani?

Ma bots

ma chatbots amayankha mafunso a kasitomala ndikuwatsogolera kuzinthu zomwe zikugwira ntchito nthawi iliyonse kapena nthawi iliyonse. Nthawi zambiri amagwiritsidwa ntchito pothandizira makasitomala, makamaka m'mabanki, ogulitsa ndi oyandikana nawo. Makamaka pamakasitomala ochezera ma chatbots ayenera kukhala achangu, ochenjera komanso osavuta kugwiritsa ntchito, chifukwa makasitomala ali ndi miyezo yokhazikika (ndipo nthawi zina kulimbikira kochepa). Kuti akwaniritse izi, ma chatbots amagwiritsa ntchito NLP kupeza chilankhulo, makamaka pazokhutira kapena kuvomereza mawu, pomwe makasitomala amalankhula m'mawu awoawo, momwe angayankhulire ndi katswiri. Kuthandizira kowonjezerekaku kudzapindulanso mitundu yosiyanasiyana ya bots kuti ikhale yopambana komanso yachilengedwe pakapita nthawi, kuchokera kwa othandizira akutali monga Siri ndi Amazon's Alexa mpaka magawo a bot omwe ali ndi makompyuta ambiri kapena ntchito. Ma bots awa adzagwiritsa ntchito NLP pang'onopang'ono kuti alandire uthenga ndikuchita zinthu, mwachitsanzo, kugawana ma geoinformation, kubwezeretsanso kulumikizana ndi zithunzi kapena kuchita zinthu zina zododometsa maganizo kwa ife.

Kuthandizira Imperceptible UI

Kuyanjana kulikonse komwe tili ndi makina ndikolumikizana kwa anthu (zokambirana ndi zolemba). Amazon's Echo ndi mtundu umodzi wokha womwe umayika anthu kuti azilumikizana mwachindunji ndi zatsopano. Lingaliro la UI wosazindikirika kapena ziro lidzadalira kulumikizana kwachindunji pakati pa kasitomala ndi makina, posatengera mawu, mawu kapena kuphatikiza ziwirizi. NLP yomwe imakhudza kumvetsetsa komveka bwino kwa zilankhulo za anthu, kumapeto kwa tsiku, pamene imatipangitsa kuti tichepetse - zomwe timanena mosasamala kanthu za momwe timazinenera, ndi zomwe tikuchita - idzakhala yofunikira pa UI iliyonse yosazindikirika kapena ziro. ntchito.

Kusaka kwanzeru

Serach yanzeru kwambiri imatanthawuza kuti makasitomala amatha kuyang'ana mwa kuyitanitsa mawu m'malo mopanga kapena kugwiritsa ntchito mawu owonera. Tsogolo la NLP ndikufunsanso mwanzeru - zomwe takhala tikukambirana pano pa Expert System kwakanthawi. Pofika posachedwa, Google idalengeza kuti yawonjezera mphamvu za NLP ku Google Drive kuti ilole makasitomala kuyang'ana zolemba ndi zinthu pogwiritsa ntchito chilankhulo choyankhulirana.

Chidziwitso kuchokera ku data yosasinthika

Makonzedwe a NLP adzasonkhanitsa pang'onopang'ono kuzindikira kothandiza kuchokera ku zidziwitso zosakonzedwa, mwachitsanzo, mauthenga aatali, zojambulira, zomveka, ndi zina zotero Adzakhala ndi mwayi wosiyanitsa kamvekedwe, mawu, mawu osankhidwa, ndi malingaliro a chidziwitso kuti asonkhanitse kafukufuku. , mwachitsanzo, kuyeza kukhulupirika kwa ogula kapena kusiyanitsa mfundo zowawa.