4ab46088eec4,045

http://nhiro.org.s3.amazonaws.com/d/5/d559aa7cb5149615e3b9c1a82e54b509.jpg https://gyazo.com/d559aa7cb5149615e3b9c1a82e54b509

(OCR text)

46

その他

SQUAD:質問文とWikipediaの一節を入力し

て、回答を含む部分を切り出すタスク

CONLL: Named Entity Recognition

(人や組織の名前を抽出)

O

Start/End Span

B-PER

т,

TN

T2

TISEP)

T.,

TM

..

BERT

BERT

E,

ESEP)

E,

EN

EM

EICLS)

EN

ECLS)

E,

E2

Tok

Tok

Tok

Tok

Tok 1

Tok N

Tok 2

SEP

CLS)

1

1

M

Question

Paragraph

Single Sentence

(c) Question Answering Tasks:

SQUAD v1.1

(d) Single Sentence Tagging Tasks:

CONLL-2003 NER

C