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333.80700 0 0 -249.31800 4819.27000 5332.73000 cm /R50 Do Q Q q 10 0 0 10 0 0 cm BT /R26 9.96260 Tf 1 0 0 1 308.86200 469.42500 Tm [ (Figure) -222.99700 (1\072) -296.99700 (An) -223.01400 (illustration) -223.98500 (of) -222.98200 (the) -223.99200 (No) 14.98770 (v) 14.98280 (el) -223.01700 (V) 59.99490 (isual) -223.00200 (Concept) -224.01700 (learn\055) ] TJ 11.95510 TL T* [ (ing) -362 (from) -362.98800 (Sentences) -361.99800 (\050NVCS\051) -363.01300 (task\056) -647.01500 (W) 79.98660 (e) -361.98400 (start) -362.98400 (with) -361.99300 (a) -363.00300 (model) ] TJ T* [ (\050i\056e\056) -624.00900 (model\055base\051) -353.99700 (trained) -354.98500 (with) -353.99500 (images) -355.01900 (that) -354.98500 (do) -354.01000 (not) -354.98000 (contain) ] TJ T* [ (the) -301.00100 (concept) -300.99900 (of) -301.00600 (\223quidditch\224) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R26 6.97380 Tf 1 0 0 1 418.79800 437.17500 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R26 9.96260 Tf 1 0 0 1 422.78300 433.56000 Tm [ (\056) -463.01600 (Using) -300.98400 (a) -301.01300 (fe) 25.00560 (w) -301.00400 (\223quidditch\224) -301.01300 (im\055) ] TJ -113.92100 -11.95510 Td [ (ages) -243.01600 (with) -242.99600 (sentence) -243.01300 (descriptions\054) -245.01300 (our) -243.01300 (method) -242.98900 (is) -243.00400 (able) -243.99400 (to) -243.00800 (learn) ] TJ 11.95590 TL T* [ (that) -249.98300 (\223quidditch\224) -250.00200 (is) -249.98500 (played) -249.98300 (by) -249.98800 (people) -249.98300 (with) -250.01200 (a) -250.00200 (ball\056) ] TJ 21.02620 TL T* [ (cate) 15.01220 (gories) -251.98200 (of) -251.99500 (objects) -252.01400 (from) -251.98700 (a) -252.00200 (handful) -252.01700 (of) -251.99700 (e) 15.01220 (xamples\056) -315.99600 (This) -252.01200 (task) ] TJ 11.95590 TL T* [ (is) -275 (important) -275.01000 (in) -275 (practice) -275.01500 (because) -275.01300 (we) -275.01300 (sometimes) -275.00300 (do) -275.00300 (not) -274.99300 (ha) 19.99670 (v) 14.98280 (e) ] TJ 11.95510 TL T* [ (enough) -306.00800 (data) -305.00500 (for) -305.99100 (no) 14.98770 (v) 14.98280 (el) -305.98600 (concepts) -304.99300 (and) -305.98300 (hence) -305.01300 (need) -305.98800 (to) -306.01800 (transfer) ] TJ T* [ (kno) 24.99090 (wledge) -328.01100 (from) -328.01400 (pre) 25.01300 (viously) -327.00400 (learned) -327.98400 (cate) 15.01220 (gories\056) -544.00700 (Moreo) 14.99260 (v) 14.98280 (er) 39.98350 (\054) ] TJ T* [ (we) -331.98600 (do) -332.99300 (not) -332.00600 (w) 10 (ant) -332.99600 (to) -332.01100 (retrain) -332.99800 (the) -332.01300 (whole) -332.00800 (model) -333.01800 (e) 25.01050 (v) 14.98280 (ery) -331.98900 (time) -332.97900 (we) ] TJ T* [ (add) -267.99000 (a) -267.01900 (fe) 25.00810 (w) -267.99200 (images) -266.99200 (with) -268.01200 (no) 14.98770 (v) 14.98280 (el) -267.99000 (concepts\054) -272.01300 (especially) -266.99500 (when) -267.98500 (the) ] TJ T* [ (amount) -250.00700 (of) -249.99500 (data) -249.99500 (or) -249.99500 (model) -250.01200 (parameters) -249.99300 (is) -249.98300 (v) 14.98280 (ery) -250.00200 (big\056) ] TJ 11.95510 -12.81800 Td [ (Ho) 24.98360 (we) 25.01300 (v) 14.98280 (er) 39.98600 (\054) -329.98200 (these) -314.01600 (pre) 25.01300 (vious) -313.99700 (methods) -313.99200 (concentrate) -313.98200 (on) -314.01600 (learn\055) ] TJ -11.95510 -11.95630 Td [ (ing) -328.98700 <636c61737369026572732c> -349.98600 (or) -329.00100 (mappings\054) -348.99600 (between) -330.01800 (single) -329.01900 (w) 10.00320 (ords) -328.98900 (\050e\056g\056) -549.00600 (a) ] TJ T* [ (no) 14.98770 (v) 14.98280 (el) -279.99000 (object) -278.99800 (cate) 15.01220 (gory\051) -279.98500 (and) -279.98800 (images\056) -399.00700 (W) 79.98660 (e) -279.99700 (are) -278.98300 (una) 14.98280 (w) 10.00320 (are) -280.00200 (of) -279.99200 (an) 15.01710 (y) ] TJ T* [ (computer) -324.00200 (vis) 0.99738 (ion) -324.00700 (studies) -323.99200 (into) -322.98000 (the) -324.01500 (task) -322.99000 (of) -323.98500 (learning) -322.98500 (no) 14.98770 (v) 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