{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,2]],"date-time":"2026-09-02T05:59:03Z","timestamp":1788328743650,"version":"build-2803163510"},"publisher-location":"New York, NY, USA","reference-count":65,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T00:00:00Z","timestamp":1745280000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,4,22]]},"DOI":"10.1145\/3696410.3714708","type":"proceedings-article","created":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T18:47:11Z","timestamp":1745347631000},"page":"1901-1910","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Chain-of-Factors Paper-Reviewer Matching"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0540-6758","authenticated-orcid":false,"given":"Yu","family":"Zhang","sequence":"first","affiliation":[{"name":"Texas A&M University, College Station, Texas, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-0113-3942","authenticated-orcid":false,"given":"Yanzhen","family":"Shen","sequence":"additional","affiliation":[{"name":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5528-1426","authenticated-orcid":false,"given":"SeongKu","family":"Kang","sequence":"additional","affiliation":[{"name":"Korea University, Seoul, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9713-8000","authenticated-orcid":false,"given":"Xiusi","family":"Chen","sequence":"additional","affiliation":[{"name":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1295-2829","authenticated-orcid":false,"given":"Bowen","family":"Jin","sequence":"additional","affiliation":[{"name":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3629-2696","authenticated-orcid":false,"given":"Jiawei","family":"Han","sequence":"additional","affiliation":[{"name":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,4,22]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1049"},{"key":"e_1_3_2_1_2_1","volume-title":"Task-aware Retrieval with Instructions. In Findings of ACL'23","author":"Asai Akari","year":"2023","unstructured":"Akari Asai, Timo Schick, Patrick Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi, and Wen-tau Yih. 2023. Task-aware Retrieval with Instructions. In Findings of ACL'23. 3650--3675."},{"key":"e_1_3_2_1_3_1","volume-title":"Jamie Ryan Kiros, and Geoffrey E Hinton","author":"Ba Jimmy Lei","year":"2016","unstructured":"Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016)."},{"key":"e_1_3_2_1_4_1","unstructured":"Payal Bajaj Daniel Campos Nick Craswell Li Deng Jianfeng Gao Xiaodong Liu Rangan Majumder Andrew McNamara Bhaskar Mitra Tri Nguyen et al. 2016. Ms marco: A human generated machine reading comprehension dataset. arXiv preprint arXiv:1611.09268 (2016)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148181"},{"key":"e_1_3_2_1_6_1","volume-title":"SciBERT: A Pretrained Language Model for Scientific Text. In EMNLP'19","author":"Beltagy Iz","year":"2019","unstructured":"Iz Beltagy, Kyle Lo, and Arman Cohan. 2019. SciBERT: A Pretrained Language Model for Scientific Text. In EMNLP'19. 3615--3620."},{"key":"e_1_3_2_1_7_1","volume-title":"ICML'13 Workshop on Peer Reviewing and Publishing Models.","author":"Charlin Laurent","year":"2013","unstructured":"Laurent Charlin and Richard Zemel. 2013. The Toronto paper matching system: an automated paper-reviewer assignment system. In ICML'13 Workshop on Peer Reviewing and Publishing Models."},{"key":"e_1_3_2_1_8_1","first-page":"1","article-title":"Scaling instruction-finetuned language models","volume":"25","author":"Chung Hyung Won","year":"2024","unstructured":"Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Yunxuan Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, et al. 2024. Scaling instruction-finetuned language models. JMLR, Vol. 25, 70 (2024), 1--53.","journal-title":"JMLR"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.207"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Don Conry Yehuda Koren and Naren Ramakrishnan. 2009. Recommender systems for the conference paper assignment problem. In RecSys'09. 357--360.","DOI":"10.1145\/1639714.1639787"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.joi.2017.03.003"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.29"},{"key":"e_1_3_2_1_13_1","volume-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL-HLT'19. 4171--4186.","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL-HLT'19. 4171--4186."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/133160.133205"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371817"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150521"},{"key":"e_1_3_2_1_17_1","unstructured":"Steven Jecmen Hanrui Zhang Ryan Liu Nihar Shah Vincent Conitzer and Fei Fang. 2020. Mitigating manipulation in peer review via randomized reviewer assignments. In NeurIPS'20. 12533--12545."},{"key":"e_1_3_2_1_18_1","volume-title":"WWW'17","author":"Jin Jian","year":"2017","unstructured":"Jian Jin, Qian Geng, Qian Zhao, and Lixue Zhang. 2017. Integrating the trend of research interest for reviewer assignment. In WWW'17. 1233--1241."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646207"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458230"},{"key":"e_1_3_2_1_21_1","volume-title":"Dense Passage Retrieval for Open-Domain Question Answering. In EMNLP'20","author":"Karpukhin Vladimir","year":"2020","unstructured":"Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih. 2020. Dense Passage Retrieval for Open-Domain Question Answering. In EMNLP'20. 6769--6781."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330899"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2723727"},{"key":"e_1_3_2_1_24_1","volume-title":"The Power of Scale for Parameter-Efficient Prompt Tuning. In EMNLP'21","author":"Lester Brian","year":"2021","unstructured":"Brian Lester, Rami Al-Rfou, and Noah Constant. 2021. The Power of Scale for Parameter-Efficient Prompt Tuning. In EMNLP'21. 3045--3059."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7579022"},{"key":"e_1_3_2_1_26_1","volume-title":"Prefix-Tuning: Optimizing Continuous Prompts for Generation. In ACL'21","author":"Li Xiang Lisa","year":"2021","unstructured":"Xiang Lisa Li and Percy Liang. 2021. Prefix-Tuning: Optimizing Continuous Prompts for Generation. In ACL'21. 4582--4597."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-short.8"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"Xiang Liu Torsten Suel and Nasir Memon. 2014. A robust model for paper reviewer assignment. In RecSys'14. 25--32.","DOI":"10.1145\/2645710.2645749"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2013.13"},{"key":"e_1_3_2_1_30_1","volume-title":"Decoupled Weight Decay Regularization. In ICLR'19","author":"Loshchilov Ilya","year":"2019","unstructured":"Ilya Loshchilov and Frank Hutter. 2019. Decoupled Weight Decay Regularization. In ICLR'19."},{"key":"e_1_3_2_1_31_1","volume-title":"NIPS'13","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. In NIPS'13. 3111--3119."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281247"},{"key":"e_1_3_2_1_33_1","volume-title":"Editable User Profiles for Controllable Text Recommendations. In SIGIR'23","author":"Mysore Sheshera","year":"2023","unstructured":"Sheshera Mysore, Mahmood Jasim, Andrew McCallum, and Hamed Zamani. 2023. Editable User Profiles for Controllable Text Recommendations. In SIGIR'23. 993--1003."},{"key":"e_1_3_2_1_34_1","volume-title":"Representation learning with contrastive predictive coding. arXiv preprint arXiv:1807.03748","author":"van den Oord Aaron","year":"2018","unstructured":"Aaron van den Oord, Yazhe Li, and Oriol Vinyals. 2018. Representation learning with contrastive predictive coding. arXiv preprint arXiv:1807.03748 (2018)."},{"key":"e_1_3_2_1_35_1","volume-title":"Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. In EMNLP'22","author":"Ostendorff Malte","year":"2022","unstructured":"Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, and Georg Rehm. 2022. Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings. In EMNLP'22. 11670--11688."},{"key":"e_1_3_2_1_36_1","unstructured":"Long Ouyang Jeffrey Wu Xu Jiang Diogo Almeida Carroll Wainwright Pamela Mishkin Chong Zhang Sandhini Agarwal Katarina Slama Alex Ray et al. 2022. Training language models to follow instructions with human feedback. In NeurIPS'22. 27730--27744."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/63"},{"key":"e_1_3_2_1_38_1","volume-title":"AdapterFusion: Non-Destructive Task Composition for Transfer Learning. In EACL'21","author":"Pfeiffer Jonas","year":"2021","unstructured":"Jonas Pfeiffer, Aishwarya Kamath, Andreas R\u00fcckl\u00e9, Kyunghyun Cho, and Iryna Gurevych. 2021. AdapterFusion: Non-Destructive Task Composition for Transfer Learning. In EACL'21. 487--503."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2014.6974397"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/534"},{"key":"e_1_3_2_1_41_1","volume-title":"WWW'12","author":"Riahi Fatemeh","year":"2012","unstructured":"Fatemeh Riahi, Zainab Zolaktaf, Mahdi Shafiei, and Evangelos Milios. 2012. Finding expert users in community question answering. In WWW'12. 791--798."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458127"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/361219.361220"},{"key":"e_1_3_2_1_44_1","volume-title":"Multitask Prompted Training Enables Zero-Shot Task Generalization. In ICLR'22","author":"Sanh Victor","year":"2022","unstructured":"Victor Sanh, Albert Webson, Colin Raffel, Stephen Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Arun Raja, Manan Dey, et al. 2022. Multitask Prompted Training Enables Zero-Shot Task Generalization. In ICLR'22."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-4015"},{"key":"e_1_3_2_1_46_1","volume-title":"SciRepEval: A Multi-Format Benchmark for Scientific Document Representations. In EMNLP'23","author":"Singh Amanpreet","year":"2023","unstructured":"Amanpreet Singh, Mike D'Arcy, Arman Cohan, Doug Downey, and Sergey Feldman. 2023. SciRepEval: A Multi-Format Benchmark for Scientific Document Representations. In EMNLP'23. 5548--5566."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742839"},{"key":"e_1_3_2_1_48_1","volume-title":"ALT'19","author":"Stelmakh Ivan","year":"2019","unstructured":"Ivan Stelmakh, Nihar B Shah, and Aarti Singh. 2019. PeerReview4All: Fair and accurate reviewer assignment in peer review. In ALT'19. 828--856."},{"key":"e_1_3_2_1_49_1","volume-title":"A Gold Standard Dataset for the Reviewer Assignment Problem. arXiv preprint arXiv:2303.16750","author":"Stelmakh Ivan","year":"2023","unstructured":"Ivan Stelmakh, John Wieting, Graham Neubig, and Nihar B Shah. 2023. A Gold Standard Dataset for the Reviewer Assignment Problem. arXiv preprint arXiv:2303.16750 (2023)."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2008.4811258"},{"key":"e_1_3_2_1_51_1","volume-title":"NIPS'17","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. In NIPS'17. 5998--6008."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.340"},{"key":"e_1_3_2_1_53_1","volume-title":"ICLR'22","author":"Wei Jason","year":"2022","unstructured":"Jason Wei, Maarten Bosma, Vincent Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M Dai, and Quoc V Le. 2022a. Finetuned Language Models are Zero-Shot Learners. In ICLR'22."},{"key":"e_1_3_2_1_54_1","volume-title":"Denny Zhou, et al.","author":"Wei Jason","year":"2022","unstructured":"Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022b. Chain-of-thought prompting elicits reasoning in large language models. In NeurIPS'22. 24824--24837."},{"key":"e_1_3_2_1_55_1","volume-title":"ICML'21","author":"Wu Ruihan","year":"2021","unstructured":"Ruihan Wu, Chuan Guo, Felix Wu, Rahul Kidambi, Laurens Van Der Maaten, and Kilian Weinberger. 2021. Making paper reviewing robust to bid manipulation attacks. In ICML'21. 11240--11250."},{"key":"e_1_3_2_1_56_1","unstructured":"Junhan Yang Zheng Liu Shitao Xiao Chaozhuo Li Defu Lian Sanjay Agrawal Amit Singh Guangzhong Sun and Xing Xie. 2021. GraphFormers: GNN-nested transformers for representation learning on textual graph. In NeurIPS'21. 28798--28810."},{"key":"e_1_3_2_1_57_1","volume-title":"EMNLP'99","author":"Yarowsky David","year":"1999","unstructured":"David Yarowsky and Radu Florian. 1999. Taking the load off the conference chairs-towards a digital paper-routing assistant. In EMNLP'99."},{"key":"e_1_3_2_1_58_1","volume-title":"COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning. In EMNLP'22","author":"Yu Yue","year":"2022","unstructured":"Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, and Arnold Overwijk. 2022. COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning. In EMNLP'22. 1462--1479."},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3361719","article-title":"A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation","volume":"38","author":"Zhang Dong","year":"2020","unstructured":"Dong Zhang, Shu Zhao, Zhen Duan, Jie Chen, Yanping Zhang, and Jie Tang. 2020. A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation. TOIS, Vol. 38, 1 (2020), 1--20.","journal-title":"TOIS"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-68125-0_41"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.498"},{"key":"e_1_3_2_1_62_1","volume-title":"Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding. In Findings of EMNLP'23","author":"Zhang Yu","year":"2023","unstructured":"Yu Zhang, Hao Cheng, Zhihong Shen, Xiaodong Liu, Ye-Yi Wang, and Jianfeng Gao. 2023a. Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding. In Findings of EMNLP'23. 12259--12275."},{"key":"e_1_3_2_1_63_1","volume-title":"The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study. In WWW'23","author":"Zhang Yu","year":"2023","unstructured":"Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, and Jiawei Han. 2023b. The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study. In WWW'23. 1626--1637."},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-018-2726-6"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3151640"}],"event":{"name":"WWW '25: The ACM Web Conference 2025","location":"Sydney NSW Australia","acronym":"WWW '25","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the ACM on Web Conference 2025"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3696410.3714708","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3696410.3714708","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T21:18:57Z","timestamp":1750281537000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3696410.3714708"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,22]]},"references-count":65,"alternative-id":["10.1145\/3696410.3714708","10.1145\/3696410"],"URL":"https:\/\/doi.org\/10.1145\/3696410.3714708","relation":{},"subject":[],"published":{"date-parts":[[2025,4,22]]},"assertion":[{"value":"2025-04-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}