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In Proceedings of NAACL-HLT. 4171--4186."},{"key":"e_1_3_2_1_51_1","volume-title":"Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations.","author":"Kipf Thomas N","unstructured":"Thomas N Kipf and Max Welling . [n.,d.]. Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations. Thomas N Kipf and Max Welling. [n.,d.]. Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484097"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539137"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988763"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/3130348.3130376"},{"key":"e_1_3_2_1_56_1","volume-title":"International conference on machine learning. PMLR, 1188--1196","author":"Le Quoc","year":"2014","unstructured":"Quoc Le and Tomas Mikolov . 2014 . Distributed representations of sentences and documents . In International conference on machine learning. PMLR, 1188--1196 . Quoc Le and Tomas Mikolov. 2014. Distributed representations of sentences and documents. In International conference on machine learning. PMLR, 1188--1196."},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.703"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401084"},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8719"},{"key":"e_1_3_2_1_60_1","volume-title":"Decoupled Weight Decay Regularization. In International Conference on Learning Representations.","author":"Loshchilov Ilya","unstructured":"Ilya Loshchilov and Frank Hutter . [n.,d.]. Decoupled Weight Decay Regularization. In International Conference on Learning Representations. Ilya Loshchilov and Frank Hutter. [n.,d.]. Decoupled Weight Decay Regularization. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00369"},{"key":"e_1_3_2_1_62_1","volume-title":"IntenT5: Search Result Diversification using Causal Language Models. arXiv preprint arXiv:2108.04026","author":"MacAvaney Sean","year":"2021","unstructured":"Sean MacAvaney , Craig Macdonald , Roderick Murray-Smith , and Iadh Ounis . 2021. IntenT5: Search Result Diversification using Causal Language Models. arXiv preprint arXiv:2108.04026 ( 2021 ). Sean MacAvaney, Craig Macdonald, Roderick Murray-Smith, and Iadh Ounis. 2021. IntenT5: Search Result Diversification using Causal Language Models. arXiv preprint arXiv:2108.04026 (2021)."},{"key":"e_1_3_2_1_63_1","volume-title":"5th Berkeley Symp. Math. Statist. Probability. 281--297","author":"MacQueen J","year":"1967","unstructured":"J MacQueen . 1967 . Classification and analysis of multivariate observations . In 5th Berkeley Symp. Math. Statist. Probability. 281--297 . J MacQueen. 1967. Classification and analysis of multivariate observations. In 5th Berkeley Symp. Math. Statist. Probability. 281--297."},{"key":"e_1_3_2_1_64_1","unstructured":"Dong Nguyen and Djoerd Hiemstra. [n. d.]. Ensemble Clustering for Result Diversification. ( [n. d.]). Dong Nguyen and Djoerd Hiemstra. [n. d.]. Ensemble Clustering for Result Diversification. ( [n. d.])."},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i10.21359"},{"key":"e_1_3_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-28940-3_29"},{"key":"e_1_3_2_1_67_1","volume-title":"Self-attentive document interaction networks for permutation equivariant ranking. arXiv preprint arXiv:1910.09676","author":"Pasumarthi Rama Kumar","year":"2019","unstructured":"Rama Kumar Pasumarthi , Xuanhui Wang , Michael Bendersky , and Marc Najork . 2019. 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Explaining Documents' Relevance to Search Queries. arXiv preprint arXiv:2111.01314 (2021)."},{"key":"e_1_3_2_1_76_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1410"},{"key":"e_1_3_2_1_77_1","doi-asserted-by":"publisher","DOI":"10.1145\/3539813.3545138"},{"key":"e_1_3_2_1_78_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772780"},{"key":"e_1_3_2_1_79_1","volume-title":"On the role of novelty for search result diversification. Information retrieval","author":"Santos Rodrygo LT","year":"2012","unstructured":"Rodrygo LT Santos , Craig Macdonald , and Iadh Ounis . 2012. On the role of novelty for search result diversification. Information retrieval , Vol. 15 ( 2012 ), 478--502. Rodrygo LT Santos, Craig Macdonald, and Iadh Ounis. 2012. On the role of novelty for search result diversification. Information retrieval, Vol. 15 (2012), 478--502."},{"key":"e_1_3_2_1_80_1","doi-asserted-by":"publisher","DOI":"10.1561\/9781680830019"},{"key":"e_1_3_2_1_81_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12275-0_11"},{"key":"e_1_3_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1145\/3409256.3409839"},{"key":"e_1_3_2_1_83_1","volume-title":"ACM SIGIR Forum","volume":"41","author":"Jones Karen","year":"2007","unstructured":"Karen Sp\"arck Jones , Stephen E Robertson , and Mark Sanderson . 2007 . Ambiguous requests: implications for retrieval tests, systems and theories . In ACM SIGIR Forum , Vol. 41 . ACM New York, NY, USA, 8--17. Karen Sp\"arck Jones, Stephen E Robertson, and Mark Sanderson. 2007. Ambiguous requests: implications for retrieval tests, systems and theories. In ACM SIGIR Forum, Vol. 41. ACM New York, NY, USA, 8--17."},{"key":"e_1_3_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462872"},{"key":"e_1_3_2_1_85_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539459"},{"key":"e_1_3_2_1_86_1","volume-title":"The information bottleneck method. arXiv preprint physics\/0004057","author":"Tishby Naftali","year":"2000","unstructured":"Naftali Tishby , Fernando C Pereira , and William Bialek . 2000. The information bottleneck method. arXiv preprint physics\/0004057 ( 2000 ). Naftali Tishby, Fernando C Pereira, and William Bialek. 2000. The information bottleneck method. arXiv preprint physics\/0004057 (2000)."},{"key":"e_1_3_2_1_87_1","volume-title":"Text REtrieval Conference (TREC) Data - English Relevance Judgements. https:\/\/trec.nist.gov\/data\/reljudge_eng.html.","author":"TREC.","year":"2000","unstructured":"TREC. 2000 . Text REtrieval Conference (TREC) Data - English Relevance Judgements. https:\/\/trec.nist.gov\/data\/reljudge_eng.html. TREC. 2000. Text REtrieval Conference (TREC) Data - English Relevance Judgements. https:\/\/trec.nist.gov\/data\/reljudge_eng.html."},{"key":"e_1_3_2_1_88_1","volume-title":"Craig Macdonald, and Iadh Ounis.","author":"Vargas Sa\u00fal","year":"2013","unstructured":"Sa\u00fal Vargas , Rodrygo LT Santos , Craig Macdonald, and Iadh Ounis. 2013 . Selecting effective expansion terms for diversity.. In OAIR. 69--76. Sa\u00fal Vargas, Rodrygo LT Santos, Craig Macdonald, and Iadh Ounis. 2013. Selecting effective expansion terms for diversity.. In OAIR. 69--76."},{"key":"e_1_3_2_1_89_1","volume-title":"Attention is all you need. Advances in neural information processing systems","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani , Noam Shazeer , Niki Parmar , Jakob Uszkoreit , Llion Jones , Aidan N Gomez , \u0141ukasz Kaiser , and Illia Polosukhin . 2017. Attention is all you need. Advances in neural information processing systems , Vol. 30 ( 2017 ). Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, \u0141ukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. Advances in neural information processing systems, Vol. 30 (2017)."},{"key":"e_1_3_2_1_90_1","volume-title":"Mining subtopics from text fragments for a web query. Information retrieval","author":"Wang Qinglei","year":"2013","unstructured":"Qinglei Wang , Yanan Qian , Ruihua Song , Zhicheng Dou , Fan Zhang , Tetsuya Sakai , and Qinghua Zheng . 2013. Mining subtopics from text fragments for a web query. Information retrieval , Vol. 16 ( 2013 ), 484--503. Qinglei Wang, Yanan Qian, Ruihua Song, Zhicheng Dou, Fan Zhang, Tetsuya Sakai, and Qinghua Zheng. 2013. Mining subtopics from text fragments for a web query. Information retrieval, Vol. 16 (2013), 484--503."},{"key":"e_1_3_2_1_91_1","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458147"},{"key":"e_1_3_2_1_92_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.2.270"},{"key":"e_1_3_2_1_93_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767710"},{"key":"e_1_3_2_1_94_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2911498"},{"key":"e_1_3_2_1_95_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080775"},{"key":"e_1_3_2_1_96_1","volume-title":"Proceedings of The 35th Uncertainty in Artificial Intelligence Conference (Proceedings of Machine Learning Research","author":"Xie Yujia","year":"2020","unstructured":"Yujia Xie , Xiangfeng Wang , Ruijia Wang , and Hongyuan Zha . 2020 . A Fast Proximal Point Method for Computing Exact Wasserstein Distance . In Proceedings of The 35th Uncertainty in Artificial Intelligence Conference (Proceedings of Machine Learning Research , Vol. 115), Ryan P. Adams and Vibhav Gogate (Eds.). PMLR. Yujia Xie, Xiangfeng Wang, Ruijia Wang, and Hongyuan Zha. 2020. A Fast Proximal Point Method for Computing Exact Wasserstein Distance. In Proceedings of The 35th Uncertainty in Artificial Intelligence Conference (Proceedings of Machine Learning Research, Vol. 115), Ryan P. Adams and Vibhav Gogate (Eds.). PMLR."},{"key":"e_1_3_2_1_97_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449831"},{"key":"e_1_3_2_1_98_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i9.21282"},{"key":"e_1_3_2_1_99_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331359"},{"key":"e_1_3_2_1_100_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532067"},{"key":"e_1_3_2_1_101_1","doi-asserted-by":"publisher","DOI":"10.1145\/3409256.3409811"},{"key":"e_1_3_2_1_102_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380126"},{"key":"e_1_3_2_1_103_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412772"},{"key":"e_1_3_2_1_104_1","volume-title":"Acm sigir forum","author":"Zhai ChengXiang","unstructured":"ChengXiang Zhai , William W Cohen , and John Lafferty . 2015. Beyond independent relevance: methods and evaluation metrics for subtopic retrieval . In Acm sigir forum , Vol. 49 . ACM New York, NY , USA , 2--9. ChengXiang Zhai, William W Cohen, and John Lafferty. 2015. Beyond independent relevance: methods and evaluation metrics for subtopic retrieval. In Acm sigir forum, Vol. 49. 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