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πŸ“„ Π­Ρ‚ΠΎ исслСдованиС ΠΎΡ†Π΅Π½ΠΈΠ²Π°Π΅Ρ‚ 14 Ρ‚Π΅Ρ…Π½ΠΈΠΊ prompt-ΠΈΠ½ΠΆΠΈΠ½ΠΈΡ€ΠΈΠ½Π³Π° для 10 Π·Π°Π΄Π°Ρ‡ Π² области Software Engineering, ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΡƒΡ 4 Ρ€Π°Π·Π½Ρ‹Ρ… LLM.

ΠœΠ΅Ρ‚ΠΎΠ΄ΠΎΠ»ΠΎΠ³ΠΈΡ πŸ”§:

● Π­Ρ„Ρ„Π΅ΠΊΡ‚ΠΈΠ²Π½ΠΎΡΡ‚ΡŒ ΠΎΡ†Π΅Π½ΠΈΠ²Π°Π»Π°ΡΡŒ с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ ΠΌΠ΅Ρ‚Ρ€ΠΈΠΊ: Accuracy, F1 score, CodeBLEU, BLEU.

● ΠΠ½Π°Π»ΠΈΠ·ΠΈΡ€ΠΎΠ²Π°Π»ΠΈΡΡŒ лингвистичСскиС характСристики prompt'ΠΎΠ²: лСксичСскоС Ρ€Π°Π·Π½ΠΎΠΎΠ±Ρ€Π°Π·ΠΈΠ΅, число Ρ‚ΠΎΠΊΠ΅Π½ΠΎΠ² ΠΈ ΠΈΡ… связь с качСством ΠΎΡ‚Π²Π΅Ρ‚Π°.

● ΠŸΡ€ΠΈΠΌΠ΅Π½ΡΠ»Π°ΡΡŒ контрастивная интСрпрСтация, Ρ‡Ρ‚ΠΎΠ±Ρ‹ Π²Ρ‹ΡΠ²ΠΈΡ‚ΡŒ ΠΊΠ»ΡŽΡ‡Π΅Π²Ρ‹Π΅ Ρ„Π°ΠΊΡ‚ΠΎΡ€Ρ‹, Π²Π»ΠΈΡΡŽΡ‰ΠΈΠ΅ Π½Π° Ρ€Π΅Π·ΡƒΠ»ΡŒΡ‚Π°Ρ‚ΠΈΠ²Π½ΠΎΡΡ‚ΡŒ Ρ‚Π΅Ρ…Π½ΠΈΠΊ.

πŸ“Œ Π’Ρ‹Π²ΠΎΠ΄Ρ‹ ΠΏΠΎΠΌΠΎΠ³ΡƒΡ‚ ΠΏΠΎΠ½ΡΡ‚ΡŒ, ΠΊΠ°ΠΊΠΈΠ΅ Ρ‚ΠΈΠΏΡ‹ prompt'ΠΎΠ² Ρ€Π΅Π°Π»ΡŒΠ½ΠΎ Ρ€Π°Π±ΠΎΡ‚Π°ΡŽΡ‚ Π² ΠΈΠ½ΠΆΠ΅Π½Π΅Ρ€Π½Ρ‹Ρ… Π·Π°Π΄Π°Ρ‡Π°Ρ… ΠΈ ΠΏΠΎΡ‡Π΅ΠΌΡƒ.

Π§ΠΈΡ‚Π°Ρ‚ΡŒ
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πŸ“„ Π­Ρ‚ΠΎ исслСдованиС ΠΎΡ†Π΅Π½ΠΈΠ²Π°Π΅Ρ‚ 14 Ρ‚Π΅Ρ…Π½ΠΈΠΊ prompt-ΠΈΠ½ΠΆΠΈΠ½ΠΈΡ€ΠΈΠ½Π³Π° для 10 Π·Π°Π΄Π°Ρ‡ Π² области Software Engineering, ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΡƒΡ 4 Ρ€Π°Π·Π½Ρ‹Ρ… LLM.

ΠœΠ΅Ρ‚ΠΎΠ΄ΠΎΠ»ΠΎΠ³ΠΈΡ πŸ”§:

● Π­Ρ„Ρ„Π΅ΠΊΡ‚ΠΈΠ²Π½ΠΎΡΡ‚ΡŒ ΠΎΡ†Π΅Π½ΠΈΠ²Π°Π»Π°ΡΡŒ с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ ΠΌΠ΅Ρ‚Ρ€ΠΈΠΊ: Accuracy, F1 score, CodeBLEU, BLEU.

● ΠΠ½Π°Π»ΠΈΠ·ΠΈΡ€ΠΎΠ²Π°Π»ΠΈΡΡŒ лингвистичСскиС характСристики prompt'ΠΎΠ²: лСксичСскоС Ρ€Π°Π·Π½ΠΎΠΎΠ±Ρ€Π°Π·ΠΈΠ΅, число Ρ‚ΠΎΠΊΠ΅Π½ΠΎΠ² ΠΈ ΠΈΡ… связь с качСством ΠΎΡ‚Π²Π΅Ρ‚Π°.

● ΠŸΡ€ΠΈΠΌΠ΅Π½ΡΠ»Π°ΡΡŒ контрастивная интСрпрСтация, Ρ‡Ρ‚ΠΎΠ±Ρ‹ Π²Ρ‹ΡΠ²ΠΈΡ‚ΡŒ ΠΊΠ»ΡŽΡ‡Π΅Π²Ρ‹Π΅ Ρ„Π°ΠΊΡ‚ΠΎΡ€Ρ‹, Π²Π»ΠΈΡΡŽΡ‰ΠΈΠ΅ Π½Π° Ρ€Π΅Π·ΡƒΠ»ΡŒΡ‚Π°Ρ‚ΠΈΠ²Π½ΠΎΡΡ‚ΡŒ Ρ‚Π΅Ρ…Π½ΠΈΠΊ.

πŸ“Œ Π’Ρ‹Π²ΠΎΠ΄Ρ‹ ΠΏΠΎΠΌΠΎΠ³ΡƒΡ‚ ΠΏΠΎΠ½ΡΡ‚ΡŒ, ΠΊΠ°ΠΊΠΈΠ΅ Ρ‚ΠΈΠΏΡ‹ prompt'ΠΎΠ² Ρ€Π΅Π°Π»ΡŒΠ½ΠΎ Ρ€Π°Π±ΠΎΡ‚Π°ΡŽΡ‚ Π² ΠΈΠ½ΠΆΠ΅Π½Π΅Ρ€Π½Ρ‹Ρ… Π·Π°Π΄Π°Ρ‡Π°Ρ… ΠΈ ΠΏΠΎΡ‡Π΅ΠΌΡƒ.

Π§ΠΈΡ‚Π°Ρ‚ΡŒ

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πŸ“„ Π­Ρ‚ΠΎ исслСдованиС ΠΎΡ†Π΅Π½ΠΈΠ²Π°Π΅Ρ‚ 14 Ρ‚Π΅Ρ…Π½ΠΈΠΊ prompt-ΠΈΠ½ΠΆΠΈΠ½ΠΈΡ€ΠΈΠ½Π³Π° для 10 Π·Π°Π΄Π°Ρ‡ Π² области Software Engineering

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