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Table 10 Impact of loss weights

From: A multi-task learning framework for efficient grammatical error correction of textual messages in mobile communications

Type

\(\alpha\)

\(\user2{\beta }\)

\(\user2{\gamma }\)

P

R

\(\user2{F}_{{{\mathbf{0}}{\mathbf{.5}}}}\)

Automatic

–

–

–

57.1

35.1

50.7

Manual

0.5

1

1.5

59.8

36.5

53.0

Manual

1

1

1

59.7

36.4

53.0

Manual

1.5

1

0.5

57.4

35.3

51.0