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✅ レポート採点基準 / How Your Reports Are Assessed

✅ レポート採点基準 / How Your Reports Are Assessed

大学・大学院におけるレポート採点基準のスライド資料です。

関連スライド
🎓 Railsチュートリアル × 反転学習の事例紹介
🎓 ChatGPT を組み込んだ24時間TA : 教育現場における LLM 活用の課題と改善

YassLab

April 12, 2025
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  1. AI Λ׆༻͠ɺAI ͱڠௐ͠Α͏ ࢀߟ: ChatGPT Λ૊ΈࠐΜͩ 24 ࣌ؒ TAɿڭҭݱ৔ʹ͓͚Δ LLM

    ׆༻ͷ՝୊ͱվળ https://speakerdeck.com/yasslab/education-and-llm-case-study-of-railstutorial-ai-support
  2. AI Λ׆༻͠ɺAI ͱڠௐ͠Α͏ ࢀߟ: PaperBench: Evaluating AI’s Abilities to Replicate

    AI Research - OpenAI https://openai.com/index/paperbench/ ֓ཁ: AI ͸୹ظͰߴ͍ύϑΥʔϚϯεΛൃش͢Δɺਓ͸௕ظͰߴ͍ύϑΥʔϚϯεΛൃش͢Δ ʢͨͩ͠฼਺͕গͳ͘ɺHuman ΋ത࢜՝ఔͷΤΩεύʔτͰ͋Δ఺ͳͲɺҰൠԽͰ͖Δ΄ͲͰ͸ͳ͍ʣ
  3. AI Λ׆༻͠ɺAI ͱڠௐ͠Α͏ ࢀߟ: PaperBench: Evaluating AI’s Abilities to Replicate

    AI Research - OpenAI https://openai.com/index/paperbench/ ֓ཁ: AI ͸୹ظͰߴ͍ύϑΥʔϚϯεΛൃش͢Δɺਓ͸௕ظͰߴ͍ύϑΥʔϚϯεΛൃش͢Δ ʢͨͩ͠฼਺͕গͳ͘ɺHuman ΋ത࢜՝ఔͷΤΩεύʔτͰ͋Δ఺ͳͲɺҰൠԽͰ͖Δ΄ͲͰ͸ͳ͍ʣ AI 🤝 Human?
  4. Ϩϙʔτͷ࠾఺ج४ test ͸ޙͰॻ͘? ઌʹॻ͘? ͳͥ? devise Λ࢖͏? ࢖Θͳ͍? ͳͥ? scaffold

    Λ࢖͏? ࢖Θͳ͍? ͳͥ? Yes/No ͸ͲͪΒͰ΋େৎ෉ʂWhy Λॏࢹ લఏ: ͋ΔϓϩδΣΫτ X ͷ։ൃʹ͓͍ͯ
  5. Q. ࢓༷͕มΘΔՄೳੑ͸͋Δ? Q. Ͳ͜·Ͱॻ͘? 100%໢ཏ? Q. ԿͰॻ͘? minitest? RSpec? ·ͣ͸ࣗ෼ͷओுΛॻ͘ɻ͋ͱͰڞ༗ͯٞ͠࿦

    ྫ: ͋ͳͨͷϓϩδΣΫτXʹ͓͍ͯ test ͸ޙͰॻ͘? ઌʹॻ͘? ͳͥ? શମͰͷσΟεΧογϣϯ͸ධՁͷର৅֎Ͱ͢ɻ ͱ͸͍͑ࢀՃ͢Δͱૣ͘ߟ͑Δ࿅शʹͳΓ·͢ɻ
  6. RailsνϡʔτϦΞϧ × ൓సֶश --.͕ɺ΋ͨΒͨ͠มԽ ɾ ࣭໰ͷ਺͕ ໿ 27 ഒ ʹ૿Ճ

    
 “༗ਓ” ΑΓ “ແਓ” ͷํ͕࣭໰͠΍͍͢ (?) ɾ Ͳ͏͔᪴͘ɺͲ͏௚͔͢ʁ 
 ֶशऀͷ͖᪴ ≒ ߨٛͷվળ఺ ɾ ԿΛ໰͏͔ɺͳͥ໰͏͔ʁ 
 ઃ໰จʹΑͬͯ͸ “࣭໰͢Δ͚ͩ” ʹͳΔ
  7. σʔλͰݟΔղઆಈըͱ8FCςΩετͷҧ͍ RailsνϡʔτϦΞϧ × ൓సֶश 2 डߨੜʹΑΔ࢖ͬͯΈͨॴײ ʢҰ෦ൈਮʣ ίϐϖͰ͸ͳ͍͜ͱΛূ໌͢ΔͨΊͷ࿑ྗ 
 ʢճ౴ͷਖ਼͠͞ɺ͔֬Β͠͞ɺग़యͳͲͷௐࠪʣ͕ҙ֎ͱ͕࣌ؒඞཁ

    l l ˠݪҼʮ໰୊ͷճ౴ʹ͸ඞͣग़యΛ໌هͯ͠Լ͍͞ʯ 
 ɹ͍ͬͨΜʮग़యແ͠Ͱ0,ʯʹͯ͠Έͨͱ͜Ζ ܦݧ͕ͳ͔ͬͨͨΊɺ$IBU(15ʹฉ͖·ͨ͠ 
 ʢษڧʹͳΓ·ͨ͠ʣ ˠओʹʮॳΊͯ৮ΕΔτϐοΫʯͰ࢖ΘΕΔ܏޲
  8. RailsνϡʔτϦΞϧ × ൓సֶश ࠾఺͕େมʹͳͬͨཧ༝ͷߟ࡯ ઃ໰ྫɿͳͥ Git ͳͲͷπʔϧͰόʔδϣϯ؅ཧΛ͢Δ͜ͱ͕ଟ͍ʁ ΋͠όʔδϣϯ؅ཧΛ͠ͳ͔ͬͨ৔߹ɺͲ͏ͳΔʁ --.ͷීٴલ --.ͷීٴޙ

    👀 ઃ໰ΛಡΉ 🔍 จݙΛௐ΂Δ 📝 ճ౴Λهೖ͢Δ 👀 ઃ໰ΛಡΉ 🔍 จݙΛௐ΂Δ 📝 ճ౴Λهೖ͢Δ ճ౴͕ ෼͔Βͳ͍ ճ౴͕ ݟ͖͑ͯͨ LLM (AI) ʹ ฉ͍ͯΈΔ ਖ਼͍͔͠ ֬ೝ͢Δ ճ౴Λਫ਼ࠪ͠ దٓमਖ਼͢Δ
  9. RailsνϡʔτϦΞϧ × ൓సֶश ࠾఺ج४Λݟ௚ͨ͠  प໨ ɾ AI ͷ࢖༻͸Ҿ͖ଓ͖ OK!

    
 ௨ৗͷ࣭໰΋ɺϨϙʔτ΋ɺظ຤ࢼݧ΋ɻ ɾ ໰୊͸ “ͲΕ͔౰ͨΕ͹...” 
 ̍ͭͷઃ໰ʹɺ̏ʙ̑ͷճ౴Λॻ͖͕ͪɻ ɾ શͯ߹ͬͯͨΒਖ਼౴ͱͨ͠ 
 ֓ཁΛ AI Ͱ௫ΈɺৄࡉΛࣗ෼Ͱਫ਼ࠪ͢Δ
  10. RailsνϡʔτϦΞϧ × ൓సֶश ஌ͬͯΔਓ͸ଟ͘ ࢖ͬͨਓ͸গͳ͍ ஌ͬͯΔ࢖ͬͨ࡞ͬͨ    

     ݄ ݄     /3*೔ຊͷ$IBU(15ར༻ಈ޲ωοτΞϯέʔτௐࠪ ೥݄࣌఺  IUUQTXXXOSJDPNKQLOPXMFEHFSFQPSUMTUDD@ ೝ஌཰ ར༻཰
  11. RailsνϡʔτϦΞϧ × ൓సֶश w ࠓճͷΞϯέʔτ݁Ռʢ3BX%BUB(PPHMF'PSNʣ 
 IUUQTCJUMZMFBSOUPDPEFXJUIDIBUHQUSBXEBUB w (BUFT/PUFT5IF"HFPG"*IBTCFHVO 


    IUUQTXXXHBUFTOPUFTDPN5IF"HFPG"*)BT#FHVO w 0QFO"*$IBU(15࠲ஊձ:PV5VCF 
 IUUQTXXXZPVUVCFDPNXBUDI WBCO(W(&NXP" w "**5 ϑϨʔϜϫʔΫ։ൃಛ࿦ ʹ͓͚Δࣄྫ 
 IUUQTUXJUUFSDPNZBTVMBCTUBUVT w ੜ੒"*ͷॳ౳த౳ڭҭͰͷΨΠυϥΠϯࡦఆʹ޲͚ͨఏݴ 
 IUUQTQSUJNFTKQNBJOIUNMSEQIUNM w ੜ੒"*ͷྙཧతɾ๏తɾࣾձత՝୊ʢ&-4*ʣ࿦఺ͷ֓؍ 
 IUUQTFMTJPTBLBVBDKQSFTFBSDI w δϣʔδΞ޻Պେɺ5"͕ਓ޻஌ೳͩͬͨ͜ͱʹֶੜͷ୭΋ؾ͔ͮͳ͔ͬͨ 
 IUUQTXXXHJ[NPEPKQQPTU@IUNM ؔ࿈ϦϯΫʢ֓ཁཝ͔Β֤ϦϯΫΛḷΕ·͢ʂʣ
  12. RailsνϡʔτϦΞϧ × ൓సֶश w ະ౿δϡχΞখதߴੜΫϦΤʔλࢧԉϓϩάϥϜ 
 IUUQTKSNJUPVPSH fi OBM w

    3BJMTνϡʔτϦΞϧϓϩμΫτ։ൃͷˠΛֶ΅͏ 
 IUUQTSBJMTUVUPSJBMKQ w 3BJMTνϡʔτϦΞϧ"*αϙʔτػೳ 
 IUUQTSBJMTUVUPSJBMKQBJ@TVQQPSU w 3BJMTνϡʔτϦΞϧOPUFϚΨδϯ 
 IUUQTOPUFDPNZBTTMBCNNEEG w :PV5VCFνϟϯωϧ3BJMTνϡʔτϦΞϧ 
 IUUQTZPVUVCFDPN:BTT-BC w :PV5VCFνϟϯωϧ$PEFS%PKP+BQBO 
 IUUQTZPVUVCFDPN$PEFS%PKP+BQBO w :PV5VCFνϟϯωϧະ౿δϡχΞ 
 IUUQTZPVUVCFDPN.JUPV+S ؔ࿈ϦϯΫʢ֓ཁཝ͔Β֤ϦϯΫΛḷΕ·͢ʂʣ
  13. ॳ೔ͷ໨ඪϦετ (1) ճ౴ޙʹಧ͘ɺট଴ϝʔϧΛ֬ೝ (2) ಈըڭࡐʹΞΫηεͰ͖Δ͔֬ೝ (3) جຊతʹ͸ʰղઆಈըʱͰਐΊͯɺ 
 ؆୯ͦ͏ͳΒʰഒ଎ʱʹͯ͠ΈΔɻ (4)

    ॳճΞϯέʔτʹճ౴ͯ͠ΈΑ͏ ࠔͬͨ͜ͱ͕͋Ε͹νϟοτ / ޱ಄Ͱͥͻʂ ͜͜·Ͱग़དྷ͍ͯΔͱɺࠓޙ͕ ‘ͪΐͬͱ’ ָʹͳΓ·͢ɻ
  14. ॳ೔ͷ໨ඪϦετ (1) ڭࡐʹΞΫηεͰ͖Δ͜ͱΛ֬ೝ (2) ಈըʹΞΫηεͰ͖Δ͜ͱΛ֬ೝ (3) ՝୊Ϩϙʔτͷ಺༰ͱʒ੾Λ֬ೝ (4) جຊతʹ͸ʰղઆಈըʱͰਐΊͯɺ 


    ؆୯ͦ͏ͳΒʰഒ଎ʱʹͯ͠ΈΔɻ ࠔͬͨ͜ͱ͕͋Ε͹νϟοτ / ޱ಄Ͱͥͻʂ ͜͜·Ͱग़དྷ͍ͯΔͱɺࠓޙ͕ ‘ͪΐͬͱ’ ָʹͳΓ·͢ɻ