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๐Ÿ’‹Dialogue State Tracking

Task Description

  • Task: ์ฃผ์–ด์ง„ ๋ชฉ์  ์ง€ํ–ฅํ˜• ๋Œ€ํ™”์˜ Dialogue State๋ฅผ ์˜ˆ์ธกํ•ฉ๋‹ˆ๋‹ค.
  • Metric: Joint Goal Accuracy, Slot Accuracy, Slot F1 Score

Command Line Interface

Train Phase

>>> cd code
>>> python train.py --project_name [PROJECT_NAME] --model_fold [MODEL_FOLD_NAME] --dst [DST_MODEL]

Inference Phase

>>> cd code
>>> python inference.py --model_fold [MODEL_FOLD_NAME] --load_model_name [MODEL_NAME]

Application: wandb

  1. train.pyํŒŒ์ผ์„ ์ˆ˜ํ–‰ํ•˜๋ฉด ๋‹ค์Œ๊ณผ ๊ฐ™์€ ํ™”๋ฉด์—์„œ 2๋ฒˆ ์„ ํƒ

image

  1. API key๋ฅผ ๋ฐ›์„ ์ˆ˜ ์žˆ๋Š” ๋งํฌ๋กœ ๋“ค์–ด๊ฐ€ (๊ทธ๋ฆผ 2๋ฒˆ์งธ ์ค„) ๊ณต์œ  ๊ณ„์ •์œผ๋กœ ๋กœ๊ทธ์ธ

image

  1. ์•„๋ž˜์™€ ๊ฐ™์ด key๊ฐ’์„ terminal ์ฐฝ์— ๋ณต์‚ฌ ๋ถ™์—ฌ ๋„ฃ๊ธฐ

    • ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์ˆ˜ํ–‰๋จ

    image

  2. wandb ํ™ˆํŽ˜์ด์ง€์—์„œ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๋งŒ๋“ค์–ด์ง„ project๋ฅผ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Œ

image

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Contributors

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