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The Echo Amplifies the Knowledge: Somatic Marker Analogues in Language Models via Emotion Vector Re-Injection

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Jared Glover

๐Ÿ’ก ๊ฐœ์š”

๋ณธ ๋…ผ๋ฌธ์€ ์–ธ์–ด ๋ชจ๋ธ์˜ ๊ธฐ์–ต ์‹œ์Šคํ…œ์ด ์‚ฌ๊ฑด์˜ ๋‚ด์šฉ๋งŒ์„ ์ €์žฅํ•˜๊ณ  ๊ฐ์ •์  ๊ฒฝํ—˜์„ ๊ธฐ๋กํ•˜์ง€ ๋ชปํ•˜๋Š” ํ•œ๊ณ„๋ฅผ ์ง€์ ํ•ฉ๋‹ˆ๋‹ค. ์ด๋ฅผ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด, ์—ฐ๊ตฌ์ง„์€ Gemma ๋ชจ๋ธ์—์„œ ๊ฐ์ • ๊ด€๋ จ ํŠน์ง•์„ ์ถ”์ถœํ•˜์—ฌ '๊ฐ์ • ๋ฒกํ„ฐ'๋ฅผ ๊ตฌ์ถ•ํ•˜๊ณ , ์ด๋ฅผ ๊ธฐ์–ต ์žฌํ˜„ ์‹œ ๋งฅ๋ฝ ์œ ์‚ฌ์„ฑ์— ๋”ฐ๋ผ ๋ถ€๋ถ„์ ์œผ๋กœ ์žฌ์ฃผ์ž…ํ•˜๋Š” ๋ฐฉ๋ฒ•๋ก ์„ ์ œ์•ˆํ•ฉ๋‹ˆ๋‹ค. ์‹คํ—˜ ๊ฒฐ๊ณผ, ์ด '๊ฐ์ • ์—์ฝ”'๋Š” ๊ฐ์ •์  ๋ฐฉํ–ฅ์„ฑ์„ ๊ฐ•ํ™”ํ•˜๊ณ , ์ง€์‹๊ณผ ๊ฒฐํ•ฉ๋  ๋•Œ ์˜์‚ฌ๊ฒฐ์ • ์„ฑ๋Šฅ์„ ์œ ์˜๋ฏธํ•˜๊ฒŒ ํ–ฅ์ƒ์‹œ์ผฐ์Šต๋‹ˆ๋‹ค.

๐Ÿ”‘ ์‹œ์‚ฌ์  ๋ฐ ํ•œ๊ณ„

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์–ธ์–ด ๋ชจ๋ธ์— ๊ฐ์ • ์ •๋ณด๋ฅผ ์ฃผ์ž…ํ•จ์œผ๋กœ์จ ์ธ๊ฐ„์˜ ์˜์‚ฌ๊ฒฐ์ • ๊ณผ์ •์„ ๋” ์ž˜ ๋ชจ๋ฐฉํ•˜๊ณ , ํŠน์ • ์ƒํ™ฉ์—์„œ์˜ ํŒ๋‹จ๋ ฅ์„ ๋†’์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
โ€ข
๊ฐ์ • ์ •๋ณด๋งŒ์œผ๋กœ๋Š” ์‹ค์งˆ์ ์ธ ํ–‰๋™ ๋ณ€ํ™”๋ฅผ ์ด๋Œ์–ด๋‚ด๊ธฐ ์–ด๋ ค์šฐ๋ฉฐ, ๊ธฐ์กด ์ง€์‹๊ณผ์˜ ๊ฒฐํ•ฉ์ด ์ค‘์š”ํ•จ์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.
โ€ข
์ œ์•ˆ๋œ ๋ฐฉ๋ฒ•๋ก ์ด ํŠน์ • ๋ชจ๋ธ ์•„ํ‚คํ…์ฒ˜์™€ ๋ฐ์ดํ„ฐ์…‹์— ๊ตญํ•œ๋  ์ˆ˜ ์žˆ์œผ๋ฉฐ, ๋‹ค์–‘ํ•œ ๋ชจ๋ธ๊ณผ ๊ฐ์ • ์ŠคํŽ™ํŠธ๋Ÿผ์— ๋Œ€ํ•œ ์ผ๋ฐ˜ํ™” ๊ฐ€๋Šฅ์„ฑ์„ ์ถ”๊ฐ€์ ์œผ๋กœ ๊ฒ€์ฆํ•  ํ•„์š”๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.
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