JudePark96 / paper-summaries

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๐Ÿš€ [2017] Reading Wikipedia to Answer Open-Domain Questions #25

Open JudePark96 opened 3 years ago

JudePark96 commented 3 years ago
๋…ผ๋ฌธ Reading Wikipedia to Answer Open-Domain Questions
์ €์ž Danqi Chen et al
๋งํฌ https://arxiv.org/pdf/1704.00051.pdf
ํ•™ํšŒ arXiv

Contents

1. ์ดˆ๋ก์€ ๋ญ๋ผ๊ณ  ๋งํ•˜๊ณ  ์žˆ์–ด ?

2. ์ฃผ์š” ๊ธฐ์—ฌ์ ์€ ๋ญ์•ผ ?

3. ์ด์ „์˜ ์ ‘๊ทผ๊ณผ๋Š” ๋ญ๊ฐ€ ๋‹ค๋ฅธ ๊ฒƒ ๊ฐ™์•„ ?

4. ์–ด๋–ค ๊ฑธ ์ œ์•ˆํ•  ์ˆ˜ ์žˆ์„๊นŒ ?

5. ๋‹ค์Œ ๋…ผ๋ฌธ์€ ๋ฌด์—‡์„ ์ฝ์–ด์•ผํ• ๊นŒ ?

JudePark96 commented 3 years ago

1. ์ดˆ๋ก์€ ๋ญ๋ผ๊ณ  ๋งํ•˜๊ณ  ์žˆ์–ด ?

์ ‘๊ทผ ๋ฐฉ์‹์€ bigram hashing๋ฐ TF-IDF matching ์„ ๊ธฐ๋ฐ˜์œผ๋กœํ•˜๋Š” ๊ฒ€์ƒ‰ ๊ตฌ์„ฑ ์š”์†Œ๋ฅผ Wikipedia ๋‹จ๋ฝ์—์„œ ๋‹ต๋ณ€์„ ๊ฐ์ง€ํ•˜๋„๋ก ํ›ˆ๋ จ ๋œ multi-layer recurrent neural network ๋ชจ๋ธ๊ณผ ๊ฒฐํ•ฉํ•ฉ๋‹ˆ๋‹ค.

JudePark96 commented 3 years ago

2. ์ฃผ์š” ๊ธฐ์—ฌ์ ์€ ๋ญ์•ผ ?

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