kozistr / naver-nlp-challenge-2018

NAVER NLP Challenge 2018

NAVER NLP Challenge 2018

Team kozistr_team - Member : 김형찬(kozistr)

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tl;dr

I participated in [NAVER NLP Challenge 2018] and ranked 6th as an individual participant (Team : kozistr_team)

And also i uploaded the codes and will also upload presentation file.

Final LeaderBoard

SRL (Semantic Role Labeling)

Result

Mission	Metric	Score	Rank	Code
SRL	F1	74.7695	6th	code

Models

Soon~

Summary

Soon~

Hyper-Parameters

SRL

Name	Value	Note
Epochs	20	15 ~ 20 에서 converge
LR	1e-3
LR decay factor	0.9	by 1 epoch (exp decay)
gradient clipping	5.0
Batch Size	20	더도 덜도 말고 20
DropOut Rate	0.5	0.5 is the best
Embeddings	256	256 good
LSTM unit size	256	grid search [128, 256, 300]
Optimizer	Adam