Bita na Baƙi da Gudanar da Suna: Nazarin Jiki da Amsa

Riba:

• Ikon taƙaita bayanan OTA da kafofin watsa labarun ta hanyar nazarin jin daɗi da kuma cire jigo tare da hankali na wucin gadi
• Ikon samar da daftarin amsawa mai tausayi da tabbatarwa zuwa maganganu masu kyau da mara kyau daidai da sautin alama
• Yin taka tsantsan game da maganganun karya da kuma samfuri na bangaranci yayin fitar da siginar haɓaka aiki daga nazarin sharhi

A yau, lokacin zabar otal, baƙo yana kallon sake dubawa kamar, ko ma fiye da, adadin taurari. Daruruwan bita akan Booking.com, Google, TripAdvisor da kafofin watsa labarun suna gina martabar kasuwanci ta kan layi. Waɗannan maganganun suna ɗauke da dabi'u biyu: na farko, suna rinjayar baƙi na gaba; na karshen wata taska ce ta raddi na kyauta wanda ke gaya wa kasuwancin abin da ke tafiya da kyau da abin da ya karye. Amma yana ɗaukar lokaci don karanta ɗaruruwan sharhi ɗaya bayan ɗaya da fahimtar su. Hankali na wucin gadi (AI) yana yin abubuwa biyu a nan: taƙaita sharhi ta hanyar nazarin jin daɗi - ƙayyadaddun sauti mai kyau / mara kyau / tsaka tsaki na rubutu da kuma cire jigo; kuma yana samar da daftarin martani ga maganganun mutum ɗaya waɗanda suka dace da sautin alamar. Amma a kula: bayanan sharhi na iya zama ɓata kuma martani na iya ƙunshi alkawura; Dukansu suna buƙatar tabbatarwa.

Ayyuka biyu na sharhi

1. Sunan waje: Ba a rubuta martani ga sharhi ba ga wannan sharhi ba, amma ga ɗaruruwan baƙi masu yiwuwa waɗanda suka karanta shi. Kyakkyawan amsa zai iya juya ko da mummunan sharhi zuwa dama don amincewa. 2. Bayanin ciki: Jimlar sharhi yana nuna waɗanne batutuwa (tsaftar, karin kumallo, hayaniya, ma'aikata, wifi) aka ambata akai-akai; wannan shine kamfas don inganta aiki. AI yana taimakawa tare da ayyuka biyu: yana taƙaita ɗaruruwan tsokaci ta jigo da jin daɗi, yana fitar da al'amuran gama gari, da zayyana martani.

Aiki

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suna waje

Yaya ya kamata mu mayar da martani ga wannan sharhi?

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Jigo + Takaitaccen Takaici

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Takaitacciyar kwatancen lokaci

Binciken ji da kuma cire jigo

A ce watan da ya gabata yana da comments 300. Maimakon karanta su daya bayan daya, za ku iya ciyar da sharhi ba tare da suna ba (ba tare da sunayen baƙi ba) zuwa AI kuma ku nemi: rarraba ra'ayi gaba ɗaya (yawancin ra'ayi nawa / tsaka-tsaki / mara kyau), jigogi masu kyau (misali "ma'aikatan murmushi"), manyan jigogi mara kyau (misali " jerin gwano a karin kumallo"), da kuma misalin misali ga kowane jigo. Wannan yana adana sa'o'i na karatu kuma yana ba da sigina bayyananne ga aikin. Amma duba cikin kashi da jigogi da AI ta fitar: duba idan samfurin wakilci ne, idan jigo ya wuce gona da iri.

Tsanaki: lamba kamar "18% comments koka game da karin kumallo" da AI ta samar daidai ne kawai daidai da saitin sharhin da kuke bayarwa. Gwada lokacin da wakilcin samfurin kafin juya lambar zuwa yanke shawara mai aiki.

Bita na karya da tarkon samfurin son zuciya

Bayanan sharhi ba su da laifi. Sharhi na karya ba gaskiya ba ne (ko ingantattun maganganu masu kyau don son kasuwancin) waɗanda masu fafatawa ko mutanen da ke da mugun nufi suka rubuta. Samfurin son zuciya ya taso ne daga hali don kawai gamsu sosai ko baƙi masu fushi don barin bita; Yawancin shiru ba a gani. Rashin daidaituwar harshe shine rashin bayyanar da muryoyin wasu masu sauraro saboda rashin tawili a wasu harsuna. AI baya gyara waɗannan ramukan da kansa; Mutum yana kimanta yuwuwar cewa sharhi karya ne ko kuma samfurin na iya zama mai son zuciya. Takaitaccen bayanin AI shine farkon farawa, ba tabbataccen gaskiya ba.

Hadarin sadaukarwa lokacin amsawa

Babban haɗari lokacin amsawa ga mummunan bita shine alƙawarin wani abu da ba za ku iya gyarawa ba: "za mu gyara wannan matsala a cikin sa'o'i 24", "za mu ba ku cikakken kuɗi". AI na iya samar da ƙayyadaddun jiyya da ƙwararrun ƙwararru, amma lokacin ƙayyadaddun ƙayyadaddun ƙayyadaddun lokaci, diyya, da cikakkun bayanai na fasaha dole ne su kasance bisa ainihin ilimin aiki kuma dole ne ɗan adam ya cika kuma ya tabbatar da shi. Bugu da ƙari, bayyana keɓaɓɓen bayanin baƙo (lambar ɗaki, cikakken suna, cikakken bayani) a cikin martanin cin zarafin sirri ne.

Mataki-mataki: nazarin sharhi da amsawa

1. A ɓoye bayanan. Cire sunan baƙo da bayanan sirri.
2. Nemi taƙaitawa. Rarraba motsin rai, jigogi masu kyau / mara kyau da ƙididdiga samfurin.
3. Tabbatar. Bitar kashi da jigogi; Yi la'akari da yiwuwar karya/ƙarya.
4. Daftarin amsa. Alamu-toned, zane-zane masu tausayi; Bar layin da aka yi ba komai.
5. Yardar dan Adam. Cika cikakken bayani / ramawa tare da bayanan gaskiya kuma aika shi.

uku mini lokuta

Case 1 - Hankali ya juya zuwa aiki. Wani otal ba tare da sunansa ba ya ba da sharhi 900 daga watanni 6 da suka gabata ga AI kuma ya nemi taƙaitaccen jigo. Babban jigon mara kyau shine "yin layi tsakanin 8-9 na safe don karin kumallo". Otal ɗin ya buɗe wani abincin abinci kuma ya faɗaɗa sa'o'in karin kumallo; A cikin lokaci mai zuwa, wannan korafin ya ragu sosai. AI ya nuna siginar, ɗan adam ya yi bayani da tabbatarwa.

Shari'a 2 - Ƙaddamar da ƙirƙira. Wani ma'aikaci ya buga amsawar AI da aka samar da shi zuwa sake dubawa mara kyau ba tare da dubawa ba; "Muna yi muku alƙawarin ba ku kyauta a zaman ku na gaba," in ji daftarin. Otal din ba shi da irin wannan manufar; Bakon ya bukaci haka, sai aka samu sabani. Darasi: Dole ne mutane su cika layukan sadaukarwa kuma sun iyakance ga ainihin manufofin.

Case 3 - Zaton sake dubawa na karya. Kadara ɗaya ta ci karo da maganganu mara kyau guda 5 tare da sauti iri ɗaya a cikin mako guda. Maimakon amincewa da makauniyar taƙaitaccen bayanin AI, ƙungiyar ta bincika tsarin sharhi; Ganin cewa maganganun na iya zama na karya, sai ya kai rahoto ga dandalin kuma bai firgita ba. Darasi: Takaitaccen AI shine farkon; Kima na karya da son zuciya mutum ne.

Rauni mai ƙarfi / Ƙarfi mai ƙarfi

Rawanin faɗakarwa:

Takaita waɗannan maganganun kuma a ba da amsa ga marasa kyau.

Wannan hanzarin yana da rauni: babu yaduwar motsin rai, babu jigo, babu faɗakarwa samfurin, kuma babu sautin alama; Za a iya yin sadaukarwa a cikin amsoshi.

Ƙarfi mai ƙarfi:

Matsayinku: Mataimakin kula da suna. A ƙasa akwai bayanan sirri (babu sunaye) sharhi: [jerin sharhi]. Aiki na 1: Cire rabe-raben ra'ayi gaba ɗaya (yawan tabbataccen / tsaka tsaki / mara kyau), jera 3 mafi yawan lokuta masu inganci da jigogi mara kyau 3, ƙara ƙa'idar misali ga kowane jigo. Aiki 2: lura cewa wannan taƙaitaccen taƙaitaccen bayanin da na bayar kawai kuma ƙara bayanin yuwuwar maganganun karya / son zuciya. Daga lambar data FAKE.

Samfura: martani ga mummunan sharhi:

Ma'anar: baƙo ya rubuta ra'ayi mara kyau akan [magana] (rubutun da aka haɗe, suna masked) .Sautin alama: dumi, rashin tsaro, mai mayar da hankali ga warwarewa, taƙaitaccen aiki.Task: zayyana amsa mai tausayi. Bar kowane alkawurra kamar lokacin ƙuduri na kankare, diyya ko "X kyauta" [NAN]; Zan cika su. Kada ku rubuta bayanan sirri na baƙo (lambar ɗakin, cikakken suna).

Samfura: amsa ga kyakkyawan sharhi:

Maudu'i: baƙo na gode [maudu'i] (rubutu a haɗe) .Aiki: rubuta amsa ta gaskiya, gajeriyar godiya; gayyaci baƙon baya.Kada ku yi amfani da clichés ("kwarewa ta musamman"); alamar sautin: [tone].

Samfura: taƙaitaccen yanayin yanayin yanayi:

Bayanin da ba a san su ba: wannan watan [jeri], watan da ya gabata [jeri].Aiki: kwatanta lokuta biyu; Nuna wanne jigo ke karuwa/rage kuma shawarwarin aiki zasu bayyana. Yi aiki tare da sharhin da na bayar, kada ku yi lambobi.

Kuskuren gama gari

• Yin kuskuren taƙaitaccen AI don cikakkiyar gaskiya. Taƙaice dai daidai ne kawai kamar yadda aka bayar na fassarar; Gwada samfurin.
• Yin watsi da sharhin karya/ son zuciya. Maimakon yin yanke shawara na firgita, mutane suna kimanta tsarin.
• Ƙirƙirar sadaukarwa don amsawa. Lokaci da ramuwa suna iyakance ta ainihin manufar, dole ne mutane su cika shi.
• Bayyana bayanan sirri. Ba a haɗa lambar ɗakin da cikakken suna a cikin martanin ba.
• Amsa kawai ga mara kyau. Har ila yau, mayar da martani ga tabbatacce reviews kuma girma suna.

Tukwici: A cikin tsokacin amsa sharhi, bar kowace sanarwa mai ɗauke da alkawari babu komai tare da mai riƙe da [NAN]. Bari AI ta ba da tausayi da sautin, kuma kun cika lokaci da ramuwa tare da manufofin gaske. Don kada amsa ta ba da alkawarin ƙarya.

A takaice

Bita na baƙo hanya ce mai ƙima biyu wacce ke haɓaka suna kan layi da haɓaka aiki. AI yana taƙaita ɗaruruwan tsokaci ta hanyar jin daɗi da jigo kuma yana samar da daftarin amsa mai alamar alama. Amma bayanan sharhi na iya ƙunsar bita-da-kulli na karya, samfuri na son zuciya, da rashin daidaituwar harshe; Taƙaitaccen ba ya zama yanke shawara har sai an tabbatar da shi. A cikin martani, alƙawura ya kamata a iyakance ga ainihin manufa da amincewar ɗan adam. AI yana haɓakawa, suna da kalmar suna kasancewa tare da ɗan adam.

Aikin aikace-aikace

Tattara sharhi guda 10 da ba a san su ba, na gaske ko na zato. Tare da samfurin taƙaitaccen “ƙarfi mai ƙarfi”, tambayi AI don rugujewar ra'ayi da taƙaitaccen jigo, sa'an nan kuma sanya shi daftarin amsa ga mummunan sharhi ba tare da layin sadaukarwa ba. Tabbatar da jigo a cikin taƙaice ta hanyar ƙirga shi a zahiri, cika layin sadaukarwa tare da ainihin manufar ku, kuma rubuta cikin jimloli 4 menene haɗarin da kuke hanawa a cikin tsari.

jerin abubuwan dubawa

• [ ] Shin na ɓoye sunayensu?
• [] Shin na tabbatar da kashi/jigon a cikin taƙaicen AI tare da misali?
• [ ] Shin na yi la'akari da yuwuwar maganganun karya / son zuciya?
• [ ] Shin na cika alkawuran a cikin amsar da ainihin manufofin?
• [ ] Shin na bincika cewa babu bayanan sirri a cikin martanin?