2019 騫存渶鏂伴鍑烘牸鐨勫崄綃?AI 璁烘枃
鍙戝竷鏃墮棿錛?
2025-02-28 19:54
銆
銆銆闆烽攱緗?AI 縐戞妧璇勮鎸夛細(xì)鍓嶄袱澶╂垜浠葷粨浜?019 騫村崄澶х簿褰?AI 瀛︽湳璁烘枃錛屼粠瀛︽湳浠峰肩殑瑙掑害鎸戦変簡鎴戜滑璁や負(fù) 2019 騫撮噷鍊煎緱閲嶈銆佸煎緱綰康鐨勬満鍣ㄥ涔?fàn)璁烘枃銆?/p>
銆銆鍦ㄨ繖綃囨枃绔犻噷錛岄浄閿嬬綉 AI 縐戞妧璇勮浼?xì)鐩樼?2019 騫村嚭鐜扮殑鏂伴鏈夎叮銆佹寫鎴樹紶緇熻蹇電殑鍗佺瘒鏈哄櫒瀛︿範(fàn)璁烘枃銆傚叾涓湁鐨勮鏂囩殑瀛︽湳浠峰煎浣曡繕鏈夊緟鍟嗘Ψ銆佹湁鐨勮鏂囩敋鑷崇洿鎺ユ妸鍓嶄漢鐨勮澶氱爺絀舵垚鏋滀竴鎶婃帹緲伙紝浣嗚繖浜涜鏂囬兘鏂版剰婊℃弧銆傝繖鍗佺瘒璁烘枃鍒氬ソ鍙互褰掍負(fù) 5 涓笉鍚岀殑涓婚錛屾瘡涓富棰樹袱綃囥?/p>
銆銆涓婃鐞嗙敱錛?019 騫村勾鍒濓紝鍦ㄥ０縐般孏PT-2 榪囦簬鍗遍櫓錛屼笉鑳藉叕甯冮璁粌妯″瀷銆嶅茍寮曞彂澶ц妯″彛姘翠粭涔嬪悗錛孫penAI 瑙夊緱 GPT-2 鐨勮兘鍔涗笉姝㈠姝わ紝浠栦滑灝濊瘯鐨勪笅涓涓換鍔℃槸瀹夊叏涓斿枩闂諱箰瑙佺殑闊充箰鐢熸垚銆傚熀浜?GPT-2 緙栧啓鐨?MuseNet 妯″瀷緇ф壙騫惰繘涓姝ュ姞寮轟簡闀垮簭鍒楃敓鎴愯兘鍔涳紝浣跨敤鐨勮緇冩暟鎹槸鍖呭惈浜?10 縐嶄笉鍚屼箰鍣ㄧ殑銆佸垎綾諱負(fù)澶氱涓嶅悓鏇查鐨勬暟鍗佷竾涓?MIDI 鏂囦歡錛屼篃灝辨槸鏁板崄涓囦釜涔愭洸銆傦紙MIDI 鏂囦歡鏄箰璋辯殑鏁板瓧琛ㄧず錛屽彲浠ユ寚瀹氫箰鍣ㄤ絾涓嶅惈鏈変箰鍣ㄧ殑闊寵壊淇℃伅錛屽涔?MIDI 鏄槑紜湴璁╂ā鍨嬪涔?fàn)浣滄洸椋庢牴{傦級(jí)
銆銆妯″瀷鐨勬晥鏋滄槸鎯婁漢鐨勶紝OpenAI 涓嶄粎鍦ㄧ洿鎾腑婕旂ず浜嗚澶氶鏍煎悇寮傘佽鯨璇嗗害楂樸佹棆寰嬭嚜鐒剁殑鐢熸垚涔愭洸錛屼粬浠繕鍦ㄤ粙緇嶅崥瀹腑鎻愪緵浜嗕竴涓簰鍔ㄦ紨紺猴紝鍙互浠庢煇棣栦簺鐭ュ悕涔愭洸涓彇涓涓皬鑺備綔涓哄紑澶達(dá)紝鐒跺悗璁╂ā鍨嬩互鍏朵粬鐨勯鏍肩畫鍐欙紝緇啓緇撴灉浠や漢鎯婂枩銆傝繕鏈夊ソ濂囦笖鏈夊姩鎵嬭兘鍔涚殑緗戝弸浠埄鐢?OpenAI 鎻愪緵鐨勮瘯楠屽伐鍏風(fēng)敓鎴愪簡鏇村涔愭洸錛岄兘鍗拌瘉浜?MuseNet 紜疄鏈夊己澶х殑浣滄洸鑳藉姏銆?/p>
銆銆鍚屾湡璋鋒瓕涔熷湪宸磋但璇炶景鏃ュ仛浜嗕竴涓ā浠垮反璧殑浣滄洸 AI錛堬級(jí)錛屽彲浠ユ牴鎹敤鎴風(fēng)粰鍑虹殑闊崇錛屼互宸磋但鐨勪綔鏇查鏍煎鍔犮傝繖涓や釜闊充箰 AI 鐨勫尯鍒紝闄や簡宸磋但 AI 鍙帉鎻″反璧殑鏇查涔嬪錛岃繕鍦ㄤ簬宸磋但 AI 鏄湪宸茬粡緇欏嚭鐨勫皬鑺備腑緇х畫澧炲姞闊崇褰㈡垚錛岃?OpenAI 鐨?MuseNet 鏄悜鍚庣畫鍐欐洿澶氬皬鑺傘?/p>
銆銆涓婃鐞嗙敱錛氫笁浣撹繍鍔ㄩ棶棰樻病鏈夎В鏋愯В鏃╂湁瀹氳錛屾墍浠ヨ繖綃囪鏂囧叕寮涔嬪悗涔熷紩鍙戜簡涓浜涙壒璇勶紝姣曠珶璁烘枃鍙槸灝濊瘯浜嗘瀬涓虹畝鍖栫殑鎯呭喌錛堜笁涓川閲忕浉絳夈佸垵濮嬮熷害涓洪浂鐨勭矑瀛愬湪鍚屼竴涓鉤闈㈠唴錛夈佸彧鏄仛鍒頒簡鎺ヨ繎鐨勬暟鍊艱В灝辨嬁鍑烘潵寮犳壃錛岃屼笖榪樺縐版瘮璁＄畻綺劇‘瑙ｇ殑涓撲笟杞歡蹇崄涓囧嶏紝瀵圭綉緇滅殑鑳藉姏鏈夊じ澶у惞鎹т箣瀚屻?/p>
銆銆榪欑瘒璁烘枃涔熸湁縐瀬鐨勪竴闈€備互娣卞害瀛︿範(fàn)涓轟唬琛ㄧ殑鏈哄櫒瀛︿範(fàn)鎵嬫紜疄鍦ㄥ悇縐嶇鍒扮鐨勫涔?fàn)棰剫箣鋼Q鍔′腑寰楀埌浜嗚秺鏉ヨ秺澶氱殑榪愮敤錛屼絾鍏跺疄娣卞害瀛︿範(fàn)鐨勮兘鍔涗篃涓嶄粎濡傛錛屽畠榪樺彲浠ュ湪璁稿棰嗗煙鐨勬洿澶氫換鍔′腑鍙戞尌浣滅敤錛屾濡備笁浣撹繍鍔ㄨ繖鏍風(fēng)殑澶嶆潅闂涓垜浠己灝戝彲浠ュ揩閫熻綆楄繎浼艱В鐨勫伐鍏楓?/p>
銆銆涓婃鐞嗙敱錛氱幇浠?CNN 緗戠粶鏈夊緢寮虹殑鐗瑰緛琛ㄧず瀛︿範(fàn)鑳藉姏錛岃兘鍦↖mageNet 涓婂緱鍒板緢楂樼殑璇嗗埆鍑嗙‘鐜囥備笉榪囷紝涓嶆柇鏀硅繘緗戠粶鏋舵瀯銆佷笉鏂埛鍒嗙殑浜哄錛屾帰絀?CNN 鍒板簳瀛﹀埌浜嗘庝箞鏍風(fēng)殑鐗瑰緛琛ㄧず鐨勪漢灝戙傛寜鐞嗚錛屽璞¤瘑鍒殑杈圭晫鍜岀汗鐞嗕箣浜夋棭灝卞瓨鍦紝涓嶈繃鎴戜滑緇堜簬榪樻槸鍦?2019 騫寸湅鍒頒簡閽堝鎬х殑鐮旂┒璁烘枃銆?/p>
銆銆榪欑瘒璁烘枃涓殑瀹為獙琛ㄦ槑錛屽湪 ImageNet 涓婅緇冪殑 CNN 緗戠粶鍦ㄥ璞¤瘑鍒腑渚濊禆綰圭悊榪滃浜庝緷璧栧艦鐘訛紱榪欏叾瀹炲拰浜虹被瀵硅嚜宸辯殑璇嗗埆妯″紡鐨勮鐭ユ湁寰堝ぇ鍖哄埆錛屼篃鍜屾垜浠 CNN 宸ヤ綔鏂瑰紡鐨勭悊瑙ｆ湁鎵涓嶅悓銆備綔鑰呬滑鐨勭粨璁烘湁鍏呭垎鐨勫疄楠屾敮鎸侊紝浠栦滑鐢氳嚦鐢ㄧ敓鎴愮殑椋庢牸杞崲鏁版嵁闆嗚緇冧簡渚濊禆褰㈢姸鏇村鐨?CNN錛岃繖鏍風(fēng)殑 CNN 鍦ㄨ瘑鍒噯紜巼鍜岄瞾媯掓ф柟闈㈤兘鏈夋彁楂樸傝繖綃囪鏂囪 ICLR 2019 鎺ユ敹銆?/p>
銆銆涓婃鐞嗙敱錛?019 騫翠腑錛屽寘鎷?OpenAI 鍦ㄥ唴鐨勪竴鎵瑰鑰呫岃佽皟閲嶈皥銆嶅湴鍐嶆璁ㄨ璧鋒ā鍨嬪鏉傚害鍜岃繃鎷熷悎鐨勯棶棰樻潵銆傛満鍣ㄥ涔?fàn)鐣寢箒浼犲凡涔呯殑瑙傚繅|槸錛岄殢鐫妯″瀷鐨勫鏉傚害澧炲ぇ錛堝涔?fàn)鑳藉姏鎻愰珮锛?jí)錛屾ā鍨嬫昏兘寰楀埌鏇村皬鐨勮緇冭宸紝浣嗘祴璇曡宸拰璁粌璇樊鐨勫樊浼?xì)瓒婃潵瓒婂ぇ锛堝嚭鐜皹q囨嫙鍚堬級(jí)錛涙墍浠ユā鍨嬪鏉傚害涓嶈兘澶綆銆佷篃涓嶈兘澶珮錛屾垜浠渶瑕佹壘鍒扮浉瀵瑰鉤琛＄殑閭ｄ釜鐐廣傦紙涓婇潰鐨?U 鍨嬪浘錛?/p>
銆銆浣嗚繖涓ゅ勾鏉ワ紝涓澶ф壒瓚呯駭澶с佽秴綰у鏉傜殑妯″瀷鐢ㄥ疄闄呰鍔ㄨ〃鏄庝簡璁粌璇樊鍜屾祴璇曡宸兘榪樺彲浠ヤ竴鍚屾寔緇笅闄嶃傛墍浠ヨ繖嬈¤璁哄艦鎴愮殑鏂板叡璇嗘槸錛屾垜浠渶瑕佸湪 U 鍨嬪浘鐨勫彸渚х戶緇墿鍏咃紝鐢ㄦ潵琛ㄧず鐜頒唬鐨勩佸ぇ瀹歸噺鐨勬繁搴﹀涔?fàn)妯″瀷鍦ㄥぇ灏彮憛杩囨煇涓槇鍊間箣鍚庯紝瓚婂ぇ鐨勬ā鍨嬩細(xì)鍏鋒湁瓚婂ソ鐨勬硾鍖栨с傝繖鏍鳳紝鏁村紶鍥懼氨褰㈡垚浜嗗弻娉㈣胺鐨勬牱瀛愶紙涓嬪浘錛?—— 涔熷氨鏄錛屽綋浣犵殑妯″瀷澶у皬寰堜笉騫稿湴钀藉湪涓棿鐨勬嘗宄扮殑鏃跺欙紝浣犲氨浼?xì)閬囧埌妯″瀷瓒婂ぇ銆?鏁版嵁瓚婂鍙嶈岃〃鐜拌秺宸殑灝村艾鎯呭銆?/p>
銆銆涓婃鐞嗙敱錛氫漢綾葷爺絀朵漢鍛樹滑鐩鎬俊錛岀湡瀹炴暟鎹殑澶氱澶氭牱鐨勫彉鍖栨繪槸鍙互鐢ㄤ竴浜涘叧閿洜绱犵殑娉㈠姩鏉ヨВ閲婏紱鑷充簬榪欎簺鍥犵礌鍒嗗埆鏄粈涔堬紝灝卞彲浠ョ敤鏃犵洃鐫ｅ涔?fàn)鐨勬柟寮忓L壘瑙ｈ︾殑琛ㄥ緛錛屼粠鑰屾垚鍔熷湴鎻ず鏁版嵁鍒嗗竷瑙勫緥銆傝繖涓柟鍚戠洰鍓嶅凡緇忔湁涓浜涚爺絀舵垚鏋滐紝鐮旂┒浜哄憳浠篃宸茬粡褰㈡垚浜嗕竴浜涘叡璇嗐?/p>
銆銆浣嗚繖綃囪鏂囧彲浠ヨ鎶婄幇闃舵鐨勫ぇ閮ㄥ垎鎴愭灉鍜屽亣璁句竴绔垮瓙鍏ㄩ儴鎵撶炕銆備綔鑰呬滑棣栧厛浠庣悊璁轟笂璇存槑錛屽鏋滀笉鍦ㄦā鍨嬪拰鏁版嵁涓婇兘寮曞叆褰掔撼鍋忓氾紝閭ｄ箞瑙ｈ﹁〃寰佺殑鏃犵洃鐫ｅ涔?fàn)鏈潵灏辨槸涓嶅彲鑳界殑銆傛帴鐫錛屼綔鑰呬滑鐢ㄥぇ瑙勬ā瀹為獙琛ㄦ槑錛岃櫧鐒朵笉鍚岀殑鏂規(guī)硶閮藉彲浠ユ壘鍒板拰閫夊彇鐨勮緇冩崯澶卞搴旂殑鎬ц川錛屼絾鍙娌℃湁鐩戠潱錛屽氨璁粌涓嶅嚭鑳借壇濂借В鑰︾殑妯″瀷銆傞櫎姝や箣澶栵紝闅忕潃琛ㄥ緛瑙ｈ︾▼搴︾殑鎻愰珮錛屽涔?fàn)涓嬫告換鍔＄殑鏍鋒湰澶嶆潅搴﹀茍娌℃湁璺熺潃闄嶄綆銆傝繖鍑犵偣緇撹閮藉拰褰撳墠鐨勮В鑰﹁〃寰佹棤鐩戠潱瀛︿範(fàn)鐨勫叡璇嗗艦鎴愰矞鏄庡啿紿侊紝榪欎釜鏂瑰悜鐨勭爺絀朵漢鍛樹滑涔熻闇瑕侀噸鏂版濊冧粬浠浠庡澶х▼搴︿笂浠庡ご鏉ヨ繃銆?/p>
銆銆浣滆呬滑鐨勫緩璁槸錛屾湭鏉ョ殑瑙ｈ﹀涔?fàn)鐮斀I墮渶瑕佸垎娓呬漢涓哄紩鍏ョ殑褰掔撼鍋忓氬拰鐩戠潱錛堝嵆渚挎槸闅愬紡鐨勶級(jí)涓よ呭垎鍒殑浣滅敤錛岄渶瑕佹帰絀墮氳繃浜轟負(fù)閫夊彇鐨勬崯澶便屽己榪嶆ā鍨嬪涔?fàn)瑙ｈ﹀甫鏉ョ殑鏀剁泭鍒板簳澶т笉澶э紝浠ュ強(qiáng)瑕佸艦鎴愯兘鍦ㄥ涓笉鍚岀殑鏁版嵁闆嗕笂嫻嬭瘯銆佺粨鏋滃彲澶嶇幇鐨勫疄楠屾儻渚嬨傝繖綃囪鏂囪 ICML 2019 鎺ユ敹銆?/p>
銆銆涓婃鐞嗙敱錛氫負(fù)浜嗘帰絀舵繁搴﹀涔?fàn)娉涘寲鑳藉姏鑳屽悗鐨勫師鐞嗗Q屽鏈晫鎻愬嚭浜嗘硾鍖栬竟鐣岀殑姒傚康錛岀劧鍚庡皾璇曠敤銆屾敹鏁涗竴鑷存с嶇悊璁烘帹瀵箋佽璁″嚭浜嗗悇縐嶅悇鏍風(fēng)殑娉涘寲杈圭晫鎻忚堪鏂規(guī)硶錛屼技涔庡凡緇忓彇寰椾簡涓嶅皯鎴愭灉銆備絾榪欑瘒璁烘枃涓綔鑰呬滑閫氳繃澶ч噺瀹為獙鍙戠幇錛岃櫧鐒跺叾涓殑璁稿娉涘寲杈圭晫浠庢暟鍊艱搴︾湅璧鋒潵鎸哄ぇ錛屼絾闅忕潃璁粌鏁版嵁闆嗗ぇ灝忓彉澶э紝榪欎簺娉涘寲杈圭晫涔熶細(xì)璺熺潃鍙樺ぇ銆?/p>
銆銆鍦ㄦ鍩虹涓婏紝浣滆呬滑鐢ㄨ繃鍙傛暟鍖栫殑綰挎у垎綾誨櫒鍜屾搴︿笅闄嶈緇冪殑紲炵粡緗戠粶涓轟緥錛岃瘉鏄庝簡鏀舵暃涓鑷存у茍涓嶈兘瑙ｉ噴妯″瀷鐨勬硾鍖栨э紝鍗充究瀹屽叏鑰冭檻浜嗘搴︿笅闄嶅彲鑳藉甫鏉ョ殑闅愬紡鍋忓氫篃瑙ｉ噴涓嶄簡銆傛洿涓ヨ皚鍦拌錛屼綔鑰呬滑瀹為獙琛ㄦ槑錛屾牴鎹敹鏁涗竴鑷存у緱鍒扮殑娉涘寲杈圭晫瑕佹瘮鏍規(guī)嵁姊害涓嬮檷寰楀埌鐨勬硾鍖栬竟鐣屽ぇ寰楀銆傛牴鎹繖涓緋誨垪緇撴灉錛屼綔鑰呬滑瀵廣岀敤鍩轟簬鏀舵暃鐨勬柟娉曡В閲婃硾鍖栬兘鍔涖嶇殑鍋氭硶鎻愬嚭涓ラ噸鐨勮川鐤戙傝櫧鐒惰繖綃囪鏂囧茍娌¤兘瑙ｅ喅錛堜篃娌℃墦綆楄В鍐籌級(jí)娣卞害紲炵粡緗戠粶涓殑娉涘寲鎬ч棶棰橈紝浣嗗畠鏄劇劧涓烘暣涓鍩熸寚鍑恒屾璺笉閫氾紝鑰冭檻閲嶆潵銆嶃傝繖綃囪鏂囪幏寰桸eurIPS 2019 鏉板嚭鏂版柟鍚戣鏂囧銆?/p>
銆銆涓婃鐞嗙敱錛氳櫧鐒舵満鍣ㄥ涔?fàn)鐮斀I朵漢鍛樹滑鎬昏閫氱敤浜哄伐鏅鴻兘鏄繙澶х悊鎯沖拰鍔姏鏂瑰悜錛屼絾銆屽湪鍥哄畾鐨勫叿浣撲換鍔′笂璺戝垎銆嶇殑鎯緥瀹炲湪鐪嬩笉鍑哄摢閲屽拰閫氱敤浜哄伐鏅鴻兘娌捐竟浜嗐傝胺姝屽ぇ鑴戠爺絀跺憳銆並eras 搴撲綔鑰?François Chollet 鍦ㄦ棩甯告姩鍑昏繖縐嶉姘旂殑鍚屾椂錛屾渶榪戜篃鍏紑浜嗕竴綃囦弗鑲冪殑璁烘枃錛屾槑紜彁鍑烘垜浠渶瑕佽冭檻濡備綍嫻嬮噺鐪熸鐨勬櫤鎱с?/p>
銆銆浠栧湪璁烘枃涓弿榪扮殑鏍稿績鎯蟲硶鏄細(xì)瑕佷簡瑙ｄ竴涓郴緇熺殑鏅烘収姘村鉤錛屽簲褰撴祴閲忓畠鍦ㄤ竴緋誨垪涓嶅悓浠誨姟涓〃鐜板嚭鐨勮幏寰楁柊鑳藉姏鐨勬晥鐜囷紱榪欏拰鍏堥獙銆佺粡楠屻佹硾鍖栭毦搴﹂兘鐩稿叧銆傝鏂囦腑鍖呭惈浜嗗 AI銆佹櫤鎱х浉鍏蟲蹇電殑瑙ｉ噴鍜岃璁猴紝浠栬涓虹殑鐞嗘兂鐨勯氱敤 AI 璇勪環(huán)鏂瑰紡錛屼互鍙?qiáng)浠栬嚜宸辫璁＄殑璁や负姣旇緝鑳藉弽鏄犲強(qiáng)娴嬮噺鐪熸鐨勬櫤鎱х?ARC 鏁版嵁闆嗐傚鏅烘収鐨勮璁哄拰澶嶅埗榪樻湁寰堥暱鐨勮礬瑕佽蛋錛岃繖綃囪鏂囧啀嬈℃彁閱掑ぇ瀹跺銆屾垜浠簲璇ヤ粠鍝噷寮濮嬨佸線鍝噷鍘匯嶄繚鎸佹竻閱掋?/p>
銆銆涓婃鐞嗙敱錛氳繖綃囪鏂囨彁鍑轟簡涓縐嶅叏鏂扮殑鑷涔?fàn)鏂规硶锛屽畠閲囩敤鐨勻q朵笉鏄繁搴﹀涔?fàn)涓儻鐢ㄧ殑绔埌绔搴︿笅闄嶅Q岃屾槸鎶婅椽濠?InfoNCE 浣滀負(fù)鐩爣錛屽垎鍒嫭绔嬪湴璁粌緗戠粶涓殑鍚勪釜妯″潡銆傚畠鐨勫涔?fàn)鏂瑰紡鏇存帴杩戜簬鑷洃鐫ｅ涔?fàn)錛屾槸鎶婂悇縐嶄笉鍚岀殑灝忓潡涔嬮棿鐨勫叡鍚屼俊鎭綔涓烘瘡涓皬鍧楃殑璁粌鐨勭洃鐫ｄ俊鍙鳳紝鎶婃椂闂寸淮搴︿笂涓磋繎鐨勮〃寰佷箣闂寸殑鍏卞悓淇℃伅鏈澶у寲銆備箣鎵浠ヨ繖縐嶅仛娉曡兘濂忔晥錛屾槸鍥犱負(fù)鏁版嵁涓鍚堣繖縐嶈鎯崇殑銆屾參鐗瑰緛銆嶅涓嬫父浠誨姟闈炲父鏈夊府鍔┿傝繖縐嶆柟娉曞ぇ騫呰妭鐪佷簡璁粌鏃墮棿錛屼篃閬垮紑浜嗗ぇ瑙勬ā妯″瀷閬囧埌鐨勫唴瀛樼┖闂寸摱棰堛?/p>
銆銆榪欑鏂規(guī)硶寰堝ぇ紼嬪害涓婃槸浠庣敓鐗╁鐜拌薄寰楀埌鍚彂鐨勶紝涔熷氨鏄紝鏁翠釜澶ц剳騫朵笉閽堝鍚屼竴涓敮涓鐨勭洰鏍囪繘琛屼紭鍖栵紝鑰屾槸鏈夋ā鍧楀寲鐨勫姛鑳藉垎鍖猴紝鐒跺悗姣忎釜鍖哄煙閮戒紭鍖栬嚜宸辯殑灞閮ㄤ俊鎭傜洰鍓嶇湅璧鋒潵錛岃繖縐嶆柟娉曞彲浠ユ柟渚垮湴蹇熻緇冩洿娣辯殑妯″瀷錛屽埄鐢ㄥ眬閮ㄤ俊鎭殑璁懼畾涔熼伩鍏嶄簡浼犵粺紲炵粡緗戠粶涓搴︽秷澶辯殑闂銆傝繖鏄竴縐嶆湁娼滃姏鐨勬柟娉曪紝涓嶈繃鏄惁鑳藉儚璁烘枃鏍囬涓鐨勯偅鏍楓岀粰绔埌绔涔?fàn)鐢讳笂鍙ュ彈鱻嶈繕闇瑕佺瓑寰呮椂闂撮獙璇併傝繖綃囪鏂囪幏寰桸eurIPS 2019 鏉板嚭鏂版柟鍚戣鏂囨彁鍚嶅銆?/p>
銆銆涓婃鐞嗙敱錛氳繖鏄竴綃?EMNLP 2019 鎺ユ敹璁烘枃錛屼細(xì)璁粨鏉熶箣鍚庡垯鍦ㄧぞ浜ょ綉緇滀笂寮曞彂浜嗗ぇ鐗囧０璁ㄤ箣澹般傛垜浠浐鐒剁煡閬撳叿澶囦紭縐瀛︿範(fàn)鎷熷悎鑳藉姏鐨勬繁搴︾緇忕綉緇滄湁鑳藉姏澶ф壒閲忕敓鎴愭柊闂昏瘎璁猴紝榪欑瘒璁烘枃涓殑鏂規(guī)硶鑳芥彁鍙栨枃绔犵殑閲嶇偣瑙傜偣鐢熸垚鍝嶅簲鐨勮瘎璁猴紝鑰屼笖涔熷湪鑷姩璇勪環(huán)鎸囨爣鍜屼漢綾昏瘎浠風(fēng)殑涓や釜鏂歸潰閮藉緱鍒頒簡寰堝ソ鐨勭粨鏋滐紝浣嗘壒璇勭殑澹伴煶璁や負(fù)錛屾洿閲嶈鐨勬槸銆屾槸鍚﹀簲褰撳仛榪欐牱鐨勭爺絀訛紝榪欐牱鐨勭爺絀剁殑紺句細(xì)褰卞搷鏄庝箞鏍風(fēng)殑銆嶃侲MNLP 2019 榪樻湁涓綃囬伃鍙椾簡綾諱技鎵硅瘎鐨勮鏂囨槸銆奀harge-Based Prison Term Prediction with Deep Gating Network銆嬶紙錛夛紝鍦ㄨ瘔璁兼浠朵腑鏍規(guī)嵁媯(gè)鏂規(guī)寚鎺х殑緗棰勬祴琚憡鍒戞湡銆?/p>
銆銆浣滀負(fù)鏇村ぇ銆佹洿緇煎悎鎬х殑浼?xì)璁Q孨eurIPS 2019 鎺ユ敹璁烘枃涓篃鏈夊甫鏉ュ緢澶т簤璁殑錛岃繖綃囥岀敤 GAN 浠庡０闊抽噸寤轟漢鑴搞嶇殑璁烘枃灝辯倰寰楁哺娌告壃鎵傚嵆渚挎垜浠鍙竴涓漢鐨勮璇濆０闊沖彲鑳藉拰鎬у埆銆佸勾榫勩佷綋褰㈢浉鍏籌紝涔熻妯″瀷鑳芥瘮浜虹被鏇存晱鎰熸洿鏄庣‘鍦版壘鍒板叾涓殑鐩稿叧鎬э紝浣嗐屼鏡鐘殣縐併嶃併屼撫澶遍亾寰峰垽鏂姏銆嶃併屽鍔犵ぞ浼?xì)鍋忚銆嶃併屽仛濂囨棤鐢ㄧ殑璇鵑銆嶄箣綾葷殑鎵硅瘎浠嶇劧鏄厤涓嶄簡鐨勩?/p>
銆銆
涓婁竴綃囷細(xì)娌℃湁浜?
涓嬩竴綃囷細(xì)鍦ㄦ繁搴﹀涔?fàn)妯″瀷鐨勪紭鍖栦笂锛屾搴︿笅闄嶒q墮潪鍞竴鐨?/a>
涓婁竴綃囷細(xì)娌℃湁浜?
涓嬩竴綃囷細(xì)鍦ㄦ繁搴﹀涔?fàn)妯″瀷鐨勪紭鍖栦笂锛屾搴︿笅闄嶒q墮潪鍞竴鐨?/a>
鏈鏂版柊闂?
CONTACT US 鑱旂郴鎴戜滑
鍚嶇О錛氳窘瀹丣9.COM闆嗗洟瀹樻柟緗戠珯閲戝睘縐戞妧鏈夐檺鍏徃
鍦板潃錛氭湞闃沖競鏈濋槼鍘挎煶鍩庣粡嫻庡紑鍙戝尯鏈夎壊閲戝睘宸ヤ笟鍥?/span>
鐢?shù)璇濆Q?a href="tel:15714211555">15714211555
閭錛?a href="">lm13516066374@163.com
鎵竴鎵繘鍏ユ墜鏈虹綉绔?/span>
欏甸潰鐗堟潈褰掕窘瀹丣9.COM闆嗗洟瀹樻柟緗戠珯閲戝睘縐戞妧鏈夐檺鍏徃 鎵鏈?nbsp; 緗戠珯鍦板浘