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| "content": "<table><tr><td>\u70ba\u5411\u91cf\u5f0f\u6a21\u578b[5]\u3001\u7d71\u8a08\u5f0f\u8a9e\u8a00\u6a21\u578b[6][7][8]\u3002\u8fd1\u5e74\u4f86\uff0c\u96a8\u8457\u985e\u795e\u7d93\u7db2\u8def\u7684\u7a81\u7834\uff0c\u9019\u985e\u7684</td></tr><tr><td>\u65b9\u6cd5\u4e5f\u88ab\u5927\u91cf\u61c9\u7528\u5728\u6aa2\u7d22\u7684\u4efb\u52d9\u4e0a[9][10]\u3002\u96d6\u7136\u9019\u5e7e\u5e74\u53d6\u5f97\u9577\u8db3\u7684\u9032\u6b65\uff0c\u4f46\u5982\u540c\u50b3\u7d71\u6587</td></tr><tr><td>\u5b57\u6587\u4ef6\u6aa2\u7d22\uff0c\u8a9e\u97f3\u6587\u4ef6\u6aa2\u7d22\u4e5f\u9762\u81e8\u8f38\u5165\u67e5\u8a62\u904e\u65bc\u7c21\u77ed\u4e0d\u80fd\u5b8c\u6574\u5730\u8868\u9054\u4f7f\u7528\u8005\u8cc7\u8a0a\u9700\u6c42\u7684</td></tr><tr><td>\u60c5\u6cc1\u3002\u56e0\u6b64\uff0c\u4e0d\u5c11\u7814\u7a76\u662f\u5229\u7528\u4f7f\u7528\u8005\u4e00\u6b21\u6aa2\u7d22\u5f8c\uff0c\u5c07\u9ede\u64ca\u7684\u6587\u4ef6\u8996\u70ba\u76f8\u95dc\u6587\u7ae0\u4e26\u505a\u70ba\u67e5</td></tr><tr><td>\u8a62\u610f\u5411(Query Intent)[11]\u7684\u4f9d\u64da\uff0c\u4e26\u5728\u4e0b\u4e00\u6b21\u63d0\u4f9b\u66f4\u70ba\u7cbe\u78ba\u7684\u6aa2\u7d22\u7d50\u679c\uff0c\u53ef\u8996\u70ba\u8207\u6e96\u76f8</td></tr><tr><td>\u95dc\u56de\u994b(Pseudo Relevance Feedback) [12]\u76f8\u4f3c\u7684\u6d41\u7a0b\uff0c\u4f46\u5fc5\u9808\u9032\u884c\u5169\u6b21\u6aa2\u7d22\u7684\u7a0b\u5e8f\u800c\u6703\u6709</td></tr><tr><td>\u8017\u6642\u7684\u554f\u984c\u3002</td></tr><tr><td>\u57fa\u65bc\u4e0a\u8ff0\u7684\u89c0\u5bdf\uff0c\u70ba\u4e86\u6709\u6548\u7684\u67e5\u8a62\u8868\u793a\u548c\u5373\u6642\u6027\uff0c\u6211\u5011\u767c\u60f3\u4e86\u4e00\u500b\u57fa\u65bc\u67e5\u8a62\u610f\u5411\u61c9</td></tr><tr><td>\u7528\u5728\u8a9e\u97f3\u6587\u4ef6\u6aa2\u7d22\u7684\u65b0\u7a4e\u65b9\u6cd5\uff0c\u9019\u6a23\u7684\u65b9\u6cd5\u6709\u5169\u500b\u90e8\u4efd\u7684\u8ca2\u737b\u3002\u7b2c\u4e00\u500b\u90e8\u5206\uff0c\u6839\u64da\u4e0d\u540c</td></tr><tr><td>\u7684\u67e5\u8a62\u610f\u5411\u81ea\u52d5\u5206\u8fa8\u67e5\u8a62\u7684\u7a2e\u985e\uff0c\u4e26\u4f7f\u7528\u76f8\u95dc\u6027\u611f\u77e5\u67e5\u8a62\u6a21\u578b(Neural Relevance-Aware</td></tr><tr><td>Query model, NRM)\u63a8\u8ad6\u51fa\u66f4\u6709\u5340\u5225\u529b(Discriminant)\u7684\u67e5\u8a62\u8868\u793a\uff0c\u8c50\u5bcc\u539f\u5148\u8a9e\u610f\u8868\u9054\u4e0d</td></tr><tr><td>\u8db3\u7684\u67e5\u8a62\u3002\u4e0d\u50c5\u5982\u6b64\uff0c\u76f8\u8f03\u65bc\u6e96\u76f8\u95dc\u56de\u994b\uff0c\u4e0d\u7528\u9032\u884c\u5169\u6b21\u6aa2\u7d22\uff0c\u56e0\u6b64\u4e5f\u9644\u5e36\u5373\u6642\u56de\u994b\u7684</td></tr><tr><td>\u597d\u8655\u3002\u7b2c\u4e8c\u500b\u8ca2\u737b\u662f\u5728 NRM \u67b6\u69cb\u4e0b\uff0c\u5206\u6790\u67e5\u8a62\u5206\u7fa4\u591a\u5be1\u5c0d\u65bc\u7cfb\u7d71\u6548\u80fd\u7684\u5f71\u97ff\uff0c\u6211\u5011\u8a8d</td></tr><tr><td>\u70ba\u4e0d\u540c\u4e3b\u984c\u7684\u67e5\u8a62\u61c9\u8a72\u5404\u81ea\u5206\u7fa4\u8a13\u7df4\uff0c\u5f37\u5316\u6a21\u578b\u7684\u9451\u5225\u80fd\u529b\u3002\u5be6\u9a57\u7d50\u679c\u986f\u793a\uff0c\u57fa\u65bc\u67e5\u8a62</td></tr><tr><td>\u6548\u679c\u4e0b\uff0c\u6211\u5011\u7684\u65b9\u6cd5\u53ef\u9032\u4e00\u6b65\u5730\u63d0\u5347\u8a13\u7df4\u7684\u6709\u6548\u6027\u3002</td></tr><tr><td>\u95dc\u9375\u8a5e\uff1a\u67e5\u8a62\u610f\u5411\u3001\u985e\u795e\u7d93\u7db2\u8def\u3001\u6e96\u76f8\u95dc\u56de\u994b</td></tr><tr><td>\u53c3\u8003\u6587\u737b</td></tr><tr><td>\u6458\u8981</td></tr><tr><td>\u4f34\u96a8\u8457\u7db2\u969b\u7db2\u8def\u5feb\u901f\u767c\u5c55\u8207\u591a\u5a92\u9ad4\u8cc7\u8a0a\u7684\u5927\u91cf\u589e\u9577\uff0c\u5f71\u97f3\u7684\u50b3\u905e\u8207\u700f\u89bd\u8d8a\u4f86\u8d8a\u591a\u4e26\u4e14\u6210</td></tr><tr><td>\u70ba\u6211\u5011\u65e5\u5e38\u751f\u6d3b\u7684\u91cd\u8981\u6d3b\u52d5\uff0c\u9019\u4f7f\u5f97\u95dc\u65bc\u8a9e\u97f3\u6587\u4ef6\u6aa2\u7d22(Spoken Document Retrieval,</td></tr><tr><td>SDR)\u7684\u7814\u7a76\u6210\u70ba\u4e00\u500b\u6709\u9b45\u529b\u7684\u7814\u7a76\u4e3b\u984c[1][2][3][4]\u3002\u4e00\u822c\u800c\u8a00\uff0cSDR \u7684\u7814\u7a76\u4e3b\u8981\u53ef\u5206</td></tr><tr><td>\u6210\u5169\u5927\u7814\u7a76\u65b9\u5411\uff1a\u7b2c\u4e00\u500b\u7814\u7a76\u65b9\u5411\u70ba\u5efa\u7acb\u5177\u5f37\u5065\u6027\u7684\u7d22\u5f15(Robust Indexing)\u4ee5\u8868\u9054\u8a9e\u97f3</td></tr><tr><td>\u6587\u4ef6\u4e2d\u8a5e\u5f59\u548c\u8a9e\u610f\u5167\u6db5\uff0c\u4e26\u4e14\u6e1b\u7de9\u8a9e\u97f3\u8fa8\u8b58\u932f\u8aa4\u6240\u9020\u6210\u7684\u5f71\u97ff\uff1b\u7b2c\u4e8c\u500b\u7814\u7a76\u65b9\u5411\u70ba\u767c\u5c55</td></tr><tr><td>\u6709\u6548\u7684\u6aa2\u7d22\u6a21\u578b(Effective Retrieval Models)\uff0c\u57fa\u65bc\u7d22\u5f15\u6240\u4ee3\u8868\u7684\u8a5e\u5f59\u548c\u8a9e\u610f\u5167\u6db5\u4f86\u91cf\u5316</td></tr><tr><td>\u4f7f\u7528\u8005\u8f38\u5165\u7684\u67e5\u8a62(Query)\u548c\u8a9e\u97f3\u6587\u4ef6\u7684\u76f8\u4f3c\u7a0b\u5ea6\uff0c\u4ee5\u5354\u52a9\u4f7f\u7528\u8005\u627e\u5230\u76f8\u95dc\u8cc7\u8a0a\uff0c\u53ef\u5206</td></tr></table>" | |
| } | |
| } | |
| } | |
| } |