Mutauro AI GUIDE

Yakanzi Entity Recognition

Kuzivikanwa kwesangano rine zita, kana kuti NER, inotaridza mafambiro emashoko anoreva zvikamu zvakaita sevanhu, masangano, nenzvimbo.

Teerera kugwaro iriAI-yakarondedzerwa · ~2 min

Pa peji ino2 min verenga
  1. Pfupiso
  2. Zvakakosha zvinobuda
  3. Kudzika Kwakadzika
  4. Ziva kutaurwa pasina kutanga kuzivikanwa
  5. Kuitwa muNyika yeChokwadi
  6. Kuzvishandisa
  7. Sources uye kuwedzera kuverenga
  8. Ramba Uchiongorora
  9. Mibvunzo inowanzo bvunzwa

Pfupiso

Inowana kutaurwa pasi pe schema yakasarudzwa. Kubatanidza kutaurwa kune chaiyo-yenyika rekodhi ibasa rakasiyana-rekubatanidza.

Zvakakosha zvinobuda

  1. Tsanangura mhando uye span miganhu.
  2. Chengetedza maoffsets mumavara ekutanga.
  3. Chengetedza kuzivikanwa kwakasiyana kubva pakuzivikanwa kwekubatanidza.

Kudzika Kwakadzika

Tsanangura mhando dzemasangano uye mitemo yenguva isati yadzidziswa kana ongororo. Ko chivakashure chekambani chinofanira kuverengerwa here? Chigadzirwa isangano, rudzi rwakasiyana, kana kunze kwe schema? Mitemo isingaenderane yetsanangudzo inogona kuita kuti dataset ive mukati inopesana. NER masisitimu anogona kugovera ma tokeni-level malebula uye kubatanidza matokeni ari padyo kuita spans. Subword tokenization inoda kungwarira kana uchibatanidza mavara nemavara ekutanga. Chengetedza maitiro ekubvisa kuitira kuti maapplication anyatso kuratidza kuti ndeipi ndima yakaburitsa kukosha kwakabviswa. Ongorora zvose miganhu uye marudzi. Kungoziva "Northstar" chete kana sangano rinotsanangurwa richinzi "Northstar Research Labs" inogona kuverengwa semhosho yenguva kunyangwe chikamu chakazara chiri chokwadi. Taura gungano rekuenzanisa nemazvo uye nekuyeuka kuti zvibodzwa zvigone kududzirwa. Context inogona kuchinja label. “Jorodhani” rinogona kuratidza munhu, nyika, kana sangano mundima dzakasiyana. Zita rinozivikanwa harisi ruzivo rwechitupa rwakasimbiswa. Paunenge uchishandisa kudhirowa kwekudzokorora, kutsvaga, kana kuenzanirana nerekodhi, edza zvabuda pasi uye gadzirisa kusajeka kana kusataurwa zvakajeka.

04Muenzaniso wakashanda

Ziva kutaurwa pasina kutanga kuzivikanwa

  1. Shandisa mutsara wakagadzirwa "Jordan akabatana neNorthstar Research Labs munaJune."

  2. Maka Jordan semunhu anotaurwa uye Northstar Research Labs sesangano rinotaura pasi pe schema yakanyorwa.

  3. Usasungirire imwe biography kana kunyoreswa kwekambani kunze kwekunge imwe nhanho yekubatanidza ine humbowo hwemutambo iwoyo.

Zvazvinoratidza

Muenzaniso wakagadzirwa unoparadzanisa kutsvaga zita kubva pakugadzirisa zvarinozivisa.

Kuitwa muNyika yeChokwadi

Simbisa masangano ataurwa muchinyorwa chenhau nemavara ekutanga maoffsets.

Gadzirai mutsara wekuongorora wemazita angangove musati matendera gwaro rakadhindwa.

Kuzvishandisa

Nei zvichikosha

  • Kumhanya uye chiyero. Mutauro workflows inogona kufamba nekukurumidza pasina kupira kuenderana.
  • Svika uye svika. Inopamhidzira kupinda mumitauro yese nemataera ekutaurirana.
  • Sarudzo dzakajeka. Zvikwata zvinogona kupedza nguva yakawanda pakutonga uku otomatiki ichibata kudzokorora.

Chenjera

  • Chokwadi chehuroyi chinogona kupinda chinyararire mishumo, kuyerera kwetsigiro, kana tsvakiridzo.
  • Kunzwa nekukasira kunogona kugadzira mhedzisiro isingaenderane pane zvikumbiro zvakafanana.
  • Sensitive text data inogona kuburitswa kana zvidhiraivho zvisina kusimba.

Matanho anotevera

  1. Tsanangura chimiro chekubuda, toni, uye mhando zviyero usati waburitsa.
  2. Mhinduro dzepasi neakavimbika masosi pese pazvine basa.
  3. Chengetedza ongororo yekuongorora yemunhu kune yakakwira-stake zvinobuda.
  4. Tevera maitiro ekutadza uye dzidzisazve kukurudzira kana mafambiro ebasa nguva nenguva.

Sources uye kuwedzera kuverenga

  1. Hugging FaceToken classification

Ramba Uchiongorora

Tsamba yemahara

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Zviedze iwe pachako

Take the Named Entity Recognition quiz

Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.

Tanga mibvunzo

Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo

Mibvunzo inowanzo bvunzwa

Kuwana zita kunoratidza kuti munhu wacho ndiani?

Kwete. Chinyorwa chinodudzwa chinogona kusanzwisisika. Kuzvigadzirisa kune mumwe munhu kunoda humwe humbowo uye nzira yakaparadzana yekubatanidza.