[ATTRIBUTE in price] [DIFFERENCE by 2%] . (19.21) [ITEM It] has increased [FINAL_STATE to having them 1 day a month] . (19.22) [ITEM Microsoft shares] fell [FINAL_VALUE to 7 5/8] . (19.23) [ITEM Colon cancer incidence] fell [DIFFERENCE by 50%] [GROUP among men] . (19.24) a steady increase [INITIAL_VALUE from 9.5] [FINAL_VALUE to 14.3] [ITEM in dividends] . (19.25) a [DIFFERENCE 5%] [ITEM dividend] increase . . . w SJTF JODSFBTF GBMMͳͲΛߏ͢ΔGSBNFͷத w ଠࣈɿεϩοτ w ࡉࣈɿ
Examiner, NNP, NP ↑ S ↓ VP ↓ VBD, active, before, VP → NP PP, ORG, The, Examiner] w ҰൠతͳجຊಛͷςϯϓϨʔτ w ड़ޠ w ߏཁૉͷϑϨʔζλΠϓʢ/1 4 11ʣ w ݟग़͠ޠʢIFBEXPSEʣͱͦͷࢺʢ//1ʣ w ߏཁૉ͔Βड़ޠʹࢸΔߏจղੳπϦʔͷύεFUDʜ w ઌͷ/1ͷ"SHʹ͍ͭͯͷಛϕΫτϧ ߏจղੳʢ1SPQ#BOLʣ
FBUଞಈࢺɼTPNFQMBDFOFBSCZతޠˠʮࢲۙ͘ͷͲ͔͜Λ৯͍ͨʯ w ड़ޠͷҙຯʹΑͬͯҾͷҙຯ͕ݶΒΕΔ w 5IFSFTUBVSBOUTFSWFTHSFFOMJQQFENVTTFMTˠ5)&.&৯ʹݶఆ w 8IJDIBJSMJOFTTFSWF%FOWFS ˠ5)&.&ॴʹݶఆ w *OSFIFBSTBM *PGUFOBTLUIFNVTJDJBOTUPJNBHJOFBUFOOJTHBNF ˠ"(&/5ʹਓؒੜʹݶఆʢݫີʣɼ5)&.&੍΄΅ͳ͠ w 3BEPOJTBOPEPSMFTTHBTUIBUDBO`UCFEFUFDUFEIVNBOTFOTFT ˠम০͢ΔҾ͍Λ࣋ͭϞϊʹݶఆ w 5PEJBHPOBMJ[FBNBUSJYJTUPfiOEJUTFJHFOWBMVFTˠ5)&.&ߦྻͷΈ
w ୯७ͳܗࣜͰ͋Δ͕ɼܭࢉίετ͕ߴ͍ w େنͳཧతͳࣝϕʔε͕ඞཁͰ։ൃத w ղܾࡦ w ड़ޠͷҾʹ8PSE/FUͷTZOTFUΛࢦ͢ ˠTZOTFUͷIZQPOZNʹߦ͖ண͘ w ্هͷྫͷ߹ w \GPPE OVUSJFOU^ʹઃఆ͢Δ ∃e, x, y Eating(e) ∧ Agent(e, x) ∧ Theme(e, y) ∧ EdibleThing(y) ∧ Hamburger(y) ੍ͱͯ͠Ճ FBUBIBNCVSHFSͷͱ͖ʹՃ IBNCVSHFSʹ͓͚ΔTZOTFU
w ͕ͱΔҾͷՄೳੑ w ड़ޠͱҾͷҙຯΫϥεͷؔ࿈ੑʢ4FMFDUJPOBM"TTPDJBUJPOʣ P(c) P(c|v) SR (v) v AR (v, c) D(P||Q) = ∑ x P(x)log P(x) Q(x) ҙຯΫϥεɼ ಈࢺ ҙຯΫϥεͷ֬ ͕༩͑ΒΕͨͱ͖ͷҙຯΫϥεͷ֬ c v P(c) P(c|v) v SR (v) = D(P(c|v)||P(c)) = ∑ c P(c|v)log P(c|v) P(c) AR (v, c) = 1 SR (v) P(c|v)log P(c|v) P(c) SR (v) Ұҙੑ େ খ ߴ
ಛఆͷؔ $PVOUؔ n v r C P(n|v, r) = { C(n, v, r) C(v, r) if C(n, v, r) > 0 0 otherwise P(v|n, r) = { C(n, v, r) C(n, r) if C(n, v, r) > 0 0 otherwise w ධՁ w QTFVEPXPSEʢٙࣅ୯ޠʣจ຺ʹ͓͚Δςετ୯ޠͱແؔͷ୯ޠͷ࿈݁ޠ w FYʣESJWFʹରͯ͠ɼతޠʹDBSIPVTF͕͖ͨͱ͖ ਖ਼͍͠બΛ͢Δ͔Ͳ͏͔ͰධՁʢ͜͜ͰDBSʣ w Ϛάχνϡʔυਪఆ w ਓؒͱબબʢ4FMFDUJPOBM1SFGFSFODFTʣϞσϧͷબͷ૬ؔͰධՁ
+JNEJETPNFUIJOHUPDBVTFIJTQIJMPEFOESPOUPCFDPNFOPUBMJWF ˠ w જࡏతͳҙຯૉʢ4FNBOUJD1SJNJUJWFTʣͷू߹ͰදݱͰ͖Δ FYʣ KILL(x, y) ⇔ CAUSE(x, BECOME(NOT(ALIVE(y)))) John opened the door . ⇒ CAUSE(John, BECOME(OPEN(door))) The door opened . ⇒ BECOME(OPEN(door)) The door is open . ⇒ OPEN(door) ʢݪ࢝తղʣ ʢߏཁૉղʣ
w ڭࢣ͋ΓֶशλεΫͱͯ͠1SPQ#BOL'SBNF/FUͱ͍͏ϞσϧͰֶश͞ΕΔɽ w จͷղੳ͔Β࢝·Γɼ֤ղੳϊʔυʹࣗಈతʹҙຯׂͷλάΛ༩͢Δɽ w બ੍ʢ4FMFDUJPOBM3FTUSJDUJPOTʣʹΑΓɼड़ޠͦͷҾͷ୯ޠͷҙຯಛੑʹ ର͢Δ੍ΛܝࣔͰ͖Δɽ w બબʢ4FMFDUJPOBM1SFGFSFODFʣϞσϧड़ޠͱҾͷ୯ޠΫϥεͱͷؒͷؔ ࿈ʹॏΈ͚֬ΛׂΓͯΔ͜ͱ͕Ͱ͖Δ
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!['SBNF/FU w 'SBNFͱશମతͳഎܠࣝͰྨͨ͠୯ޠͷू߹ w FYʣ (19.20) [ITEM Oil] rose](https://files.speakerdeck.com/presentations/54b8beeb1a5043ffb3b174833bcde523/slide_10.jpg){kind=link}
