{"id":9553,"date":"2022-05-24T15:10:22","date_gmt":"2022-05-24T11:44:38","guid":{"rendered":"http:\/\/asr-gooyesh.com\/fa\/?p=9553"},"modified":"2022-11-19T16:20:52","modified_gmt":"2022-11-19T12:50:52","slug":"question-rewriting","status":"publish","type":"post","link":"https:\/\/asr-gooyesh.com\/fa\/scientific-articles\/question-rewriting\/","title":{"rendered":"\u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc \u0628\u0627 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0624\u0627\u0644\u0627\u062a"},"content":{"rendered":"

\u0645\u0642\u062f\u0645\u0647<\/h2>\n

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+ \u067e\u0627\u06cc\u062a\u062e\u062a \u0627\u06cc\u0631\u0627\u0646 \u06a9\u062c\u0627\u0633\u062a\u061f
\n\u2014 \u062a\u0647\u0631\u0627\u0646
\n+ \u062a\u0631\u06a9\u06cc\u0647 \u0686\u0637\u0648\u0631\u061f
\n\u2014 \u0627\u0633\u062a\u0627\u0646\u0628\u0648\u0644<\/p>\n

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\n\u2014 \u062a\u0647\u0631\u0627\u0646
\n+ \u067e\u0627\u06cc\u062a\u062e\u062a \u062a\u0631\u06a9\u06cc\u0647 \u0686\u0637\u0648\u0631\u061f
\n\u2014 \u0627\u0633\u062a\u0627\u0646\u0628\u0648\u0644<\/p>\n

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\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0624\u0627\u0644\u0627\u062a<\/h2>\n

\u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 ++<\/h3>\n

\u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u067e\u0627\u06cc\u0647 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627 \u0645\u06cc\u200c\u0628\u0627\u0634\u062f \u0648 \u0628\u0647 \u0631\u0648\u0634 \u0631\u0645\u0632\u0646\u06af\u0627\u0631-\u0631\u0645\u0632\u06af\u0634\u0627 \u06cc\u0627 \u062f\u0646\u0628\u0627\u0644\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644\u0647 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u06cc \u0645\u06cc\u0634\u0648\u062f. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0622\u0645\u0648\u0632\u0634 \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u062f\u0646\u0628\u0627\u0644\u0647\u200c\u06cc \u06a9\u0644\u0645\u0627\u062a \u0648\u0631\u0648\u062f\u06cc\u060c \u0647\u0645\u0627\u0646 \u0633\u0624\u0627\u0644\u0627\u062a \u0645\u0628\u0647\u0645 \u0648 \u062f\u0627\u0631\u0627\u06cc \u0627\u0631\u062c\u0627\u0639 \u0647\u0633\u062a\u0646\u062f \u0648 \u062f\u0646\u0628\u0627\u0644\u0647\u200c\u06cc \u0647\u062f\u0641\u060c \u0633\u0624\u0627\u0644\u0627\u062a \u062e\u0648\u062f-\u0645\u0634\u0645\u0648\u0644 \u0648 \u0628\u062f\u0648\u0646 \u0627\u0631\u062c\u0627\u0639\u0627\u062a \u0645\u06cc\u200c\u0628\u0627\u0634\u0646\u062f. \u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u0634\u06a9\u0644 \u06f1 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0648\u0632\u0646\u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647\u200c\u06cc \u0645\u062f\u0644 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647\u200c\u06cc GPT2 \u0634\u0631\u0648\u0639 \u0628\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u06a9\u0646\u062f \u0648 \u0631\u0648\u06cc \u0627\u0645\u0631 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0624\u0627\u0644\u0627\u062a \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 (fine-tune) \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0628\u0647 \u0631\u0648\u0634 \u062f\u0646\u0628\u0627\u0644\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644\u0647\u060c \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9 \u0627\u062c\u0628\u0627\u0631 \u0645\u0639\u0644\u0645 (teacher forcing) \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0646\u06cc\u0632 \u0628\u0647 \u0631\u0648\u0634 \u062d\u0631\u06cc\u0635\u0627\u0646\u0647 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647.<\/p>\n

\"\"<\/p>\n

\u0628\u0631\u0631\u0648\u06cc \u062f\u06cc\u062a\u0627\u0633\u062a TREC CAsT\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u062f\u0642\u062a ROUGE \u0628\u0631\u0627\u0628\u0631 \u0628\u0627 \u06f9\u06f0 \u062f\u0631\u0635\u062f \u0631\u0633\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n

 <\/p>\n

\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u06a9\u0644\u0645\u0627\u062a<\/h3>\n

\u0627\u06cc\u062f\u0647\u200c\u06cc \u0627\u0635\u0644\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0633\u0639\u06cc \u06a9\u0646\u06cc\u0645 \u0633\u0624\u0627\u0644 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0634\u062f\u0647 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u0645\u0627\u062a \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0633\u0624\u0627\u0644\u0627\u062a \u0642\u0628\u0644\u06cc \u0648 \u0633\u0624\u0627\u0644 \u0641\u0639\u0644\u06cc \u0628\u0633\u0627\u0632\u06cc\u0645. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0632 \u06cc\u06a9 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f \u062f\u0648\u062f\u0648\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u06a9\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u06a9\u0644\u0645\u0627\u062a \u062f\u0631 \u0633\u0624\u0627\u0644\u0627\u062a \u067e\u06cc\u0634\u06cc\u0646 \u0645\u06a9\u0627\u0644\u0645\u0647\u060c \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u06af\u06cc\u0631\u062f \u06a9\u0647 \u0622\u0646 \u06a9\u0644\u0645\u0647 \u0628\u0627\u06cc\u0633\u062a\u06cc \u062f\u0631 \u0633\u0624\u0627\u0644 \u0641\u0639\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u06cc\u0627 \u062e\u06cc\u0631\u061f<\/p>\n

\u067e\u0633 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0631\u0648\u06cc \u06a9\u0644\u0645\u0627\u062a \u067e\u06cc\u0634\u06cc\u0646\u060c \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u06a9\u06cc\u0633\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u0644\u0645\u0627\u062a \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0633\u0624\u0627\u0644 \u0641\u0639\u0644\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u062c\u0645\u0644\u0647\u200c\u06cc \u0637\u0628\u06cc\u0639\u06cc \u0628\u0646\u0638\u0631 \u0646\u0631\u0633\u062f. \u0627\u0645\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0634\u0647\u0648\u062f\u060c \u0645\u0632\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0645\u062a\u0631 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u0627\u0634\u062f\u060c \u0686\u0631\u0627 \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u0646\u0628\u0627\u0644\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644\u0647\u060c \u0647\u0645\u0627\u0646\u0646\u062f \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631++\u060c \u0627\u0635\u0648\u0644\u0627 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f \u0628\u0631\u0627\u06cc \u062f\u0627\u0634\u062a\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc\u200c\u0628\u0627\u0634\u0646\u062f\u060c \u062f\u0631\u062d\u0627\u0644\u06cc\u06a9\u0647 \u062f\u06cc\u062a\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0624\u0627\u0644\u0627\u062a \u0645\u0639\u0645\u0648\u0644\u0627 \u0627\u06cc\u0646 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631\u0627\u0648\u0631\u062f\u0647 \u0646\u0645\u06cc\u06a9\u0646\u0646\u062f.<\/p>\n

\u062a\u0635\u0648\u06cc\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0624\u0627\u0644\u0627\u062a \u062f\u0631 \u0634\u06a9\u0644 \u06f2 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0631\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u06a9\u0644\u0645\u0627\u062a \u0627\u0632 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0628\u0631\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0648 \u067e\u0633 \u0627\u0632 \u0622\u0646 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f \u062f\u0648\u062f\u0648\u06cc\u06cc \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647\u200c\u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n

 <\/p>\n

\"\"<\/p>\n

 <\/p>\n

\u0628\u0631\u0631\u0648\u06cc \u062f\u06cc\u062a\u0627\u0633\u062a TREC CAsT\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u062f\u0642\u062a F1 \u0628\u0631\u0627\u0628\u0631 \u0628\u0627 \u06f7\u06f8.\u06f5 \u062f\u0631\u0635\u062f \u0631\u0633\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n

\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n

\u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u0645\u0631 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0624\u0627\u0644\u0627\u062a \u06a9\u0647 \u062f\u0631 \u0631\u0627\u0633\u062a\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u0645\u06a9\u0627\u0644\u0645\u0647\u200c\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u067e\u0631\u062f\u0627\u062e\u062a\u06cc\u0645 \u0648 \u0628\u0627 \u062f\u0648 \u062a\u0627 \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0624\u0627\u0644\u0627\u062a \u0622\u0634\u0646\u0627 \u0634\u062f\u06cc\u0645 \u0648 \u062f\u0642\u062a \u0622\u0646\u0647\u0627 \u0631\u0648\u06cc \u062f\u06cc\u062a\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0633\u0648\u0627\u0644\u0627\u062a \u0631\u0627 \u0627\u0632 \u0646\u0638\u0631 \u06af\u0630\u0631\u0627\u0646\u062f\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc\u060c \u0637\u0628\u0642 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 [4] \u0628\u0631 \u0631\u0648\u06cc \u0647\u0631 \u062f\u0648 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u0631\u0648\u0634 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u06a9\u0644\u0645\u0627\u062a\u060c \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u06af\u0627\u0646 CAsT 2020 \u0628\u0647\u062a\u0631 \u0627\u0632 \u0631\u0648\u0634 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 ++ \u0639\u0645\u0644 \u0645\u06cc\u06a9\u0646\u062f.<\/p>\n

 <\/p>\n

\u0627\u0631\u062c\u0627\u0639\u200c\u0647\u0627<\/h3>\n

[1] Elgohary, A., Peskov, D., Boyd-Graber, J.: Can you unpack that? learning to rewrite questions-in-context. In: EMNLP-IJCNLP (2019)
\n[2] Vakulenko, S., Longpre, S., Tu, Z., Anantha, R.: Question rewriting for conversational question answering. In: WSDM (2021)
\n[3] Voskarides, N., Li, D., Ren, P., Kanoulas, E., de Rijke, M.: Query resolution for conversational search with limited supervision. In: SIGIR (2020)
\n[4] S. Vakulenko, N. Voskarides, Z. Tu, and S. Longpre, A Comparison of Question Rewriting Methods for Conversational Passage Retrieval. arXiv, 2021. doi: 10.48550\/ARXIV.2101.07382.<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"

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