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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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In a message on his Telegram channel recently recounting the episode, Durov wrote: "I lost my company and my home, but would do it again – without hesitation." The perpetrators use various names to carry out the investment scams. They may also impersonate or clone licensed capital market intermediaries by using the names, logos, credentials, websites and other details of the legitimate entities to promote the illegal schemes. These entities are reportedly operating nine Telegram channels with more than five million subscribers to whom they were making recommendations on selected listed scrips. Such recommendations induced the investors to deal in the said scrips, thereby creating artificial volume and price rise. DFR Lab sent the image through Microsoft Azure's Face Verification program and found that it was "highly unlikely" that the person in the second photo was the same as the first woman. The fact-checker Logically AI also found the claim to be false. The woman, Olena Kurilo, was also captured in a video after the airstrike and shown to have the injuries. "We as Ukrainians believe that the truth is on our side, whether it's truth that you're proclaiming about the war and everything else, why would you want to hide it?," he said.
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