1% references.bib -- UQO Working Paper 44 (Agent B-lit, 2026-11-03)2% Every entry below was resolved against a bibliographic service on 2026-11-03 (see note field and3% manuscript/references_verification.csv). Metadata (title, authors, year, venue, pages) are copied from the4% service record (Crossref / OpenAlex / DataCite / arXiv API); URL-type entries were checked live (HTTP 2xx + page title).5% arXiv-only entries are preprints: the manuscript must not describe them as peer-reviewed.6% Groups: A data sources, B review methodology, C indicators, D science mapping, E structural change,7% F emergence detection, G AI landmarks, H LLM effects on science, I reproducibility, J other CS areas.8% ===== Group A =====910@misc{priem2022openalex,11 title = {OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts},12 author = {Priem, Jason and Piwowar, Heather and Orr, Richard},13 year = {2022},14 eprint = {2205.01833},15 archiveprefix = {arXiv},16 primaryclass = {cs.DL},17 howpublished = {arXiv preprint arXiv:2205.01833},18 note = {verified: arxiv 2026-11-03; group A}19}2021@incollection{ley2002dblp,22 title = {The DBLP Computer Science Bibliography: Evolution, Research Issues, Perspectives},23 author = {Ley, Michael},24 year = {2002},25 booktitle = {Lecture Notes in Computer Science},26 pages = {1-10},27 publisher = {Springer Berlin Heidelberg},28 doi = {10.1007/3-540-45735-6_1},29 note = {verified: crossref 2026-11-03; group A}30}3132@article{ley2009dblp,33 title = {DBLP: some lessons learned},34 author = {Ley, Michael},35 year = {2009},36 journal = {Proceedings of the VLDB Endowment},37 volume = {2},38 number = {2},39 pages = {1493-1500},40 doi = {10.14778/1687553.1687577},41 note = {verified: crossref 2026-11-03; group A}42}4344@article{ginsparg2011arxiv,45 title = {ArXiv at 20},46 author = {Ginsparg, Paul},47 year = {2011},48 journal = {Nature},49 volume = {476},50 number = {7359},51 pages = {145-147},52 doi = {10.1038/476145a},53 note = {verified: crossref 2026-11-03; group A}54}5556@misc{kinney2023s2ag,57 title = {The Semantic Scholar Open Data Platform},58 author = {Kinney, Rodney and Anastasiades, Chloe and Authur, Russell and Beltagy, Iz and Bragg, Jonathan and Buraczynski, Alexandra and Cachola, Isabel and Candra, Stefan and Chandrasekhar, Yoganand and Cohan, Arman and Crawford, Miles and Downey, Doug and Dunkelberger, Jason and Etzioni, Oren and Evans, Rob and Feldman, Sergey and Gorney, Joseph and Graham, David and Hu, Fangzhou and Huff, Regan and King, Daniel and Kohlmeier, Sebastian and Kuehl, Bailey and Langan, Michael and Lin, Daniel and Liu, Haokun and Lo, Kyle and Lochner, Jaron and MacMillan, Kelsey and Murray, Tyler and Newell, Chris and Rao, Smita and Rohatgi, Shaurya and Sayre, Paul and Shen, Zejiang and Singh, Amanpreet and Soldaini, Luca and Subramanian, Shivashankar and Tanaka, Amber and Wade, Alex D. and Wagner, Linda and Wang, Lucy Lu and Wilhelm, Chris and Wu, Caroline and Yang, Jiangjiang and Zamarron, Angele and Zuylen, Madeleine Van and Weld, Daniel S.},59 year = {2023},60 eprint = {2301.10140},61 archiveprefix = {arXiv},62 primaryclass = {cs.DL},63 howpublished = {arXiv preprint arXiv:2301.10140},64 note = {verified: arxiv 2026-11-03; group A}65}6667@inproceedings{lo2020s2orc,68 title = {S2ORC: The Semantic Scholar Open Research Corpus},69 author = {Lo, Kyle and Wang, Lucy Lu and Neumann, Mark and Kinney, Rodney and Weld, Daniel},70 year = {2020},71 booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},72 pages = {4969-4983},73 publisher = {Association for Computational Linguistics},74 doi = {10.18653/v1/2020.acl-main.447},75 note = {verified: crossref 2026-11-03; group A}76}7778@inproceedings{ammar2018literaturegraph,79 title = {Construction of the Literature Graph in Semantic Scholar},80 author = {Ammar, Waleed and Groeneveld, Dirk and Bhagavatula, Chandra and Beltagy, Iz and Crawford, Miles and Downey, Doug and Dunkelberger, Jason and Elgohary, Ahmed and Feldman, Sergey and Ha, Vu and Kinney, Rodney and Kohlmeier, Sebastian and Lo, Kyle and Murray, Tyler and Ooi, Hsu-Han and Peters, Matthew and Power, Joanna and Skjonsberg, Sam and Wang, Lucy and Willhelm, Chris and Yuan, Zheng and Zuylen, Madeleine and oren},81 year = {2018},82 booktitle = {Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 3 (Industry Papers)},83 pages = {84-91},84 publisher = {Association for Computational Linguistics},85 doi = {10.18653/v1/n18-3011},86 note = {verified: crossref 2026-11-03; group A}87}8889@article{hendricks2020crossref,90 title = {Crossref: The sustainable source of community-owned scholarly metadata},91 author = {Hendricks, Ginny and Tkaczyk, Dominika and Lin, Jennifer and Feeney, Patricia},92 year = {2020},93 journal = {Quantitative Science Studies},94 volume = {1},95 number = {1},96 pages = {414-427},97 doi = {10.1162/qss_a_00022},98 note = {verified: crossref 2026-11-03; group A}99}100101@article{radev2013aclanthology,102 title = {The ACL anthology network corpus},103 author = {Radev, Dragomir R. and Muthukrishnan, Pradeep and Qazvinian, Vahed and Abu-Jbara, Amjad},104 year = {2013},105 journal = {Language Resources and Evaluation},106 volume = {47},107 number = {4},108 pages = {919-944},109 doi = {10.1007/s10579-012-9211-2},110 note = {verified: crossref 2026-11-03; group A}111}112113@article{wang2020mag,114 title = {Microsoft Academic Graph: When experts are not enough},115 author = {Wang, Kuansan and Shen, Zhihong and Huang, Chiyuan and Wu, Chieh-Han and Dong, Yuxiao and Kanakia, Anshul},116 year = {2020},117 journal = {Quantitative Science Studies},118 volume = {1},119 number = {1},120 pages = {396-413},121 doi = {10.1162/qss_a_00021},122 note = {verified: crossref 2026-11-03; group A}123}124125@inproceedings{sinha2015mas,126 title = {An Overview of Microsoft Academic Service (MAS) and Applications},127 author = {Sinha, Arnab and Shen, Zhihong and Song, Yang and Ma, Hao and Eide, Darrin and Hsu, Bo-June (Paul) and Wang, Kuansan},128 year = {2015},129 booktitle = {Proceedings of the 24th International Conference on World Wide Web},130 pages = {243-246},131 publisher = {ACM},132 doi = {10.1145/2740908.2742839},133 note = {verified: crossref 2026-11-03; group A}134}135136@inproceedings{giles1998citeseer,137 title = {CiteSeer: an automatic citation indexing system},138 author = {Giles, C. Lee and Bollacker, Kurt D. and Lawrence, Steve},139 year = {1998},140 booktitle = {Proceedings of the third ACM conference on Digital libraries - DL '98},141 pages = {89-98},142 publisher = {ACM Press},143 doi = {10.1145/276675.276685},144 note = {verified: crossref 2026-11-03; group A}145}146147@article{wu2015citeseerx,148 title = {CiteSeerX: AI in a Digital Library Search Engine},149 author = {Wu, Jian and William, Kyle and Chen, Hung-Hsuan and Khabsa, Madian and Caragea, Cornelia and Tuarob, Suppawong and Ororbia, Alexander and Jordan, Douglas and Mitra, Prasenjit and Giles, C. Lee},150 year = {2015},151 journal = {AI Magazine},152 volume = {36},153 number = {3},154 pages = {35-48},155 doi = {10.1609/aimag.v36i3.2601},156 note = {verified: crossref 2026-11-03; group A}157}158159@inproceedings{tang2008arnetminer,160 title = {ArnetMiner: extraction and mining of academic social networks},161 author = {Tang, Jie and Zhang, Jing and Yao, Limin and Li, Juanzi and Zhang, Li and Su, Zhong},162 year = {2008},163 booktitle = {Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining},164 pages = {990-998},165 publisher = {ACM},166 doi = {10.1145/1401890.1402008},167 note = {verified: crossref 2026-11-03; group A}168}169170@article{fricke2018semanticscholar,171 title = {Semantic Scholar},172 author = {Fricke, Suzanne},173 year = {2018},174 journal = {Journal of the Medical Library Association},175 volume = {106},176 number = {1},177 doi = {10.5195/jmla.2018.280},178 note = {verified: crossref 2026-11-03; group A}179}180181@article{herzog2020dimensions,182 title = {Dimensions: Bringing down barriers between scientometricians and data},183 author = {Herzog, Christian and Hook, Daniel and Konkiel, Stacy},184 year = {2020},185 journal = {Quantitative Science Studies},186 volume = {1},187 number = {1},188 pages = {387-395},189 doi = {10.1162/qss_a_00020},190 note = {verified: crossref 2026-11-03; group A}191}192193@article{peroni2020opencitations,194 title = {OpenCitations, an infrastructure organization for open scholarship},195 author = {Peroni, Silvio and Shotton, David},196 year = {2020},197 journal = {Quantitative Science Studies},198 volume = {1},199 number = {1},200 pages = {428-444},201 doi = {10.1162/qss_a_00023},202 note = {verified: crossref 2026-11-03; group A}203}204205@article{visser2021comparison,206 title = {Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic},207 author = {Visser, Martijn and van Eck, Nees Jan and Waltman, Ludo},208 year = {2021},209 journal = {Quantitative Science Studies},210 volume = {2},211 number = {1},212 pages = {20-41},213 doi = {10.1162/qss_a_00112},214 note = {verified: crossref 2026-11-03; group A}215}216217@article{martinmartin2021coverage,218 title = {Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations' COCI: a multidisciplinary comparison of coverage via citations},219 author = {Martín-Martín, Alberto and Thelwall, Mike and Orduna-Malea, Enrique and Delgado López-Cózar, Emilio},220 year = {2021},221 journal = {Scientometrics},222 volume = {126},223 number = {1},224 pages = {871-906},225 doi = {10.1007/s11192-020-03690-4},226 note = {verified: crossref 2026-11-03; group A}227}228229@misc{clement2019arxivdataset,230 title = {On the Use of ArXiv as a Dataset},231 author = {Clement, Colin B. and Bierbaum, Matthew and O'Keeffe, Kevin P. and Alemi, Alexander A.},232 year = {2019},233 eprint = {1905.00075},234 archiveprefix = {arXiv},235 primaryclass = {cs.IR},236 howpublished = {arXiv preprint arXiv:1905.00075},237 note = {verified: arxiv 2026-11-03; group A}238}239240@misc{alperin2024openalex,241 title = {An analysis of the suitability of OpenAlex for bibliometric analyses},242 author = {Alperin, Juan Pablo and Portenoy, Jason and Demes, Kyle and Larivière, Vincent and Haustein, Stefanie},243 year = {2024},244 eprint = {2404.17663},245 archiveprefix = {arXiv},246 primaryclass = {cs.DL},247 howpublished = {arXiv preprint arXiv:2404.17663},248 note = {verified: arxiv 2026-11-03; group A}249}250251@article{culbert2025openalexcoverage,252 title = {Reference coverage analysis of OpenAlex compared to Web of Science and Scopus},253 author = {Culbert, Jack H. and Hobert, Anne and Jahn, Najko and Haupka, Nick and Schmidt, Marion and Donner, Paul and Mayr, Philipp},254 year = {2025},255 journal = {Scientometrics},256 volume = {130},257 number = {4},258 pages = {2475-2492},259 doi = {10.1007/s11192-025-05293-3},260 note = {verified: crossref 2026-11-03; group A}261}262263@article{scheidsteger2023magopenalex,264 title = {Which of the metadata with relevance for bibliometrics are the same and which are different when switching from Microsoft Academic Graph to OpenAlex?},265 author = {Scheidsteger, Thomas and Haunschild, Robin},266 year = {2023},267 journal = {El Profesional de la información},268 doi = {10.3145/epi.2023.mar.09},269 note = {verified: crossref 2026-11-03; group A}270}271272@misc{openalex2024topics,273 title = {Topics -- Aboutness},274 author = {{OpenAlex}},275 year = {2024},276 howpublished = {OpenAlex documentation},277 url = {https://docs.openalex.org/api-entities/topics},278 urldate = {2026-11-03},279 note = {verified: url 2026-11-03 (HTTP 200, page title: Topics -- Aboutness | OpenAlex Help Center); group A}280}281282@misc{arxiv2026stats,283 title = {arXiv monthly submission statistics},284 author = {{arXiv}},285 year = {2026},286 howpublished = {Cornell University},287 url = {https://arxiv.org/stats/monthly_submissions},288 urldate = {2026-11-03},289 note = {verified: url 2026-11-03 (HTTP 200, page title: Monthly Submissions); group A}290}291292@misc{acl2024anthology,293 title = {ACL Anthology},294 author = {{Association for Computational Linguistics}},295 year = {2026},296 howpublished = {ACL},297 url = {https://aclanthology.org/},298 urldate = {2026-11-03},299 note = {verified: url 2026-11-03 (HTTP 200, page title: ACL Anthology); group A}300}301302% ===== Group B =====303304@article{page2021prisma,305 title = {The PRISMA 2020 statement: an updated guideline for reporting systematic reviews},306 author = {Page, Matthew J and McKenzie, Joanne E and Bossuyt, Patrick M and Boutron, Isabelle and Hoffmann, Tammy C and Mulrow, Cynthia D and Shamseer, Larissa and Tetzlaff, Jennifer M and Akl, Elie A and Brennan, Sue E and Chou, Roger and Glanville, Julie and Grimshaw, Jeremy M and Hróbjartsson, Asbjørn and Lalu, Manoj M and Li, Tianjing and Loder, Elizabeth W and Mayo-Wilson, Evan and McDonald, Steve and McGuinness, Luke A and Stewart, Lesley A and Thomas, James and Tricco, Andrea C and Welch, Vivian A and Whiting, Penny and Moher, David},307 year = {2021},308 journal = {BMJ},309 pages = {n71},310 doi = {10.1136/bmj.n71},311 note = {verified: crossref 2026-11-03; group B}312}313314@article{page2021prismaexplanation,315 title = {PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews},316 author = {Page, Matthew J and Moher, David and Bossuyt, Patrick M and Boutron, Isabelle and Hoffmann, Tammy C and Mulrow, Cynthia D and Shamseer, Larissa and Tetzlaff, Jennifer M and Akl, Elie A and Brennan, Sue E and Chou, Roger and Glanville, Julie and Grimshaw, Jeremy M and Hróbjartsson, Asbjørn and Lalu, Manoj M and Li, Tianjing and Loder, Elizabeth W and Mayo-Wilson, Evan and McDonald, Steve and McGuinness, Luke A and Stewart, Lesley A and Thomas, James and Tricco, Andrea C and Welch, Vivian A and Whiting, Penny and McKenzie, Joanne E},317 year = {2021},318 journal = {BMJ},319 pages = {n160},320 doi = {10.1136/bmj.n160},321 note = {verified: crossref 2026-11-03; group B}322}323324@article{rethlefsen2021prismas,325 title = {PRISMA-S: an extension to the PRISMA Statement for Reporting Literature Searches in Systematic Reviews},326 author = {Rethlefsen, Melissa L. and Kirtley, Shona and Waffenschmidt, Siw and Ayala, Ana Patricia and Moher, David and Page, Matthew J. and Koffel, Jonathan B. and {PRISMA-S Group} and Blunt, Heather and Brigham, Tara and Chang, Steven and Clark, Justin and Conway, Aislinn and Couban, Rachel and de Kock, Shelley and Farrah, Kelly and Fehrmann, Paul and Foster, Margaret and Fowler, Susan A. and Glanville, Julie and Harris, Elizabeth and Hoffecker, Lilian and Isojarvi, Jaana and Kaunelis, David and Ket, Hans and Levay, Paul and Lyon, Jennifer and McGowan, Jessie and Murad, M. Hassan and Nicholson, Joey and Pannabecker, Virginia and Paynter, Robin and Pinotti, Rachel and Ross-White, Amanda and Sampson, Margaret and Shields, Tracy and Stevens, Adrienne and Sutton, Anthea and Weinfurter, Elizabeth and Wright, Kath and Young, Sarah},327 year = {2021},328 journal = {Systematic Reviews},329 volume = {10},330 number = {1},331 doi = {10.1186/s13643-020-01542-z},332 note = {verified: crossref 2026-11-03; group B}333}334335@article{moher2009prisma,336 title = {Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement},337 author = {Moher, David and Liberati, Alessandro and Tetzlaff, Jennifer and Altman, Douglas G. and {The PRISMA Group}},338 year = {2009},339 journal = {PLoS Medicine},340 volume = {6},341 number = {7},342 pages = {e1000097},343 doi = {10.1371/journal.pmed.1000097},344 note = {verified: crossref 2026-11-03; group B}345}346347@article{haddaway2022prismaflow,348 title = {PRISMA2020 : An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis},349 author = {Haddaway, Neal R. and Page, Matthew J. and Pritchard, Chris C. and McGuinness, Luke A.},350 year = {2022},351 journal = {Campbell Systematic Reviews},352 volume = {18},353 number = {2},354 doi = {10.1002/cl2.1230},355 note = {verified: crossref 2026-11-03; group B}356}357358@article{kitchenham2009slr,359 title = {Systematic literature reviews in software engineering -- A systematic literature review},360 author = {Kitchenham, Barbara and Pearl Brereton, O. and Budgen, David and Turner, Mark and Bailey, John and Linkman, Stephen},361 year = {2009},362 journal = {Information and Software Technology},363 volume = {51},364 number = {1},365 pages = {7-15},366 doi = {10.1016/j.infsof.2008.09.009},367 note = {verified: crossref 2026-11-03; group B}368}369370@article{kitchenham2013slrprocess,371 title = {A systematic review of systematic review process research in software engineering},372 author = {Kitchenham, Barbara and Brereton, Pearl},373 year = {2013},374 journal = {Information and Software Technology},375 volume = {55},376 number = {12},377 pages = {2049-2075},378 doi = {10.1016/j.infsof.2013.07.010},379 note = {verified: crossref 2026-11-03; group B}380}381382@book{kitchenham2015ebse,383 title = {Evidence-Based Software Engineering and Systematic Reviews},384 author = {Kitchenham, Barbara Ann and Budgen, David and Brereton, Pearl},385 year = {2015},386 publisher = {Chapman and Hall/CRC},387 doi = {10.1201/b19467},388 note = {verified: crossref 2026-11-03; group B}389}390391@inproceedings{petersen2008mapping,392 title = {Systematic Mapping Studies in Software Engineering},393 author = {Petersen, Kai and Feldt, Robert and Mujtaba, Shahid and Mattsson, Michael},394 year = {2008},395 booktitle = {Electronic Workshops in Computing},396 publisher = {BCS Learning \& Development},397 doi = {10.14236/ewic/ease2008.8},398 note = {verified: crossref 2026-11-03; group B}399}400401@article{petersen2015mapping,402 title = {Guidelines for conducting systematic mapping studies in software engineering: An update},403 author = {Petersen, Kai and Vakkalanka, Sairam and Kuzniarz, Ludwik},404 year = {2015},405 journal = {Information and Software Technology},406 volume = {64},407 pages = {1-18},408 doi = {10.1016/j.infsof.2015.03.007},409 note = {verified: crossref 2026-11-03; group B}410}411412@inproceedings{wohlin2014snowballing,413 title = {Guidelines for snowballing in systematic literature studies and a replication in software engineering},414 author = {Wohlin, Claes},415 year = {2014},416 booktitle = {Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering},417 pages = {1-10},418 publisher = {ACM},419 doi = {10.1145/2601248.2601268},420 note = {verified: crossref 2026-11-03; group B}421}422423@article{garousi2019multivocal,424 title = {Guidelines for including grey literature and conducting multivocal literature reviews in software engineering},425 author = {Garousi, Vahid and Felderer, Michael and Mäntylä, Mika V.},426 year = {2019},427 journal = {Information and Software Technology},428 volume = {106},429 pages = {101-121},430 doi = {10.1016/j.infsof.2018.09.006},431 note = {verified: crossref 2026-11-03; group B}432}433434@article{tricco2018prismascr,435 title = {PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation},436 author = {Tricco, Andrea C. and Lillie, Erin and Zarin, Wasifa and O'Brien, Kelly K. and Colquhoun, Heather and Levac, Danielle and Moher, David and Peters, Micah D.J. and Horsley, Tanya and Weeks, Laura and Hempel, Susanne and Akl, Elie A. and Chang, Christine and McGowan, Jessie and Stewart, Lesley and Hartling, Lisa and Aldcroft, Adrian and Wilson, Michael G. and Garritty, Chantelle and Lewin, Simon and Godfrey, Christina M. and Macdonald, Marilyn T. and Langlois, Etienne V. and Soares-Weiser, Karla and Moriarty, Jo and Clifford, Tammy and Tunçalp, Özge and Straus, Sharon E.},437 year = {2018},438 journal = {Annals of Internal Medicine},439 volume = {169},440 number = {7},441 pages = {467-473},442 doi = {10.7326/m18-0850},443 note = {verified: crossref 2026-11-03; 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group G}2728}27292730@misc{dettmers2023qlora,2731 title = {QLoRA: Efficient Finetuning of Quantized LLMs},2732 author = {Dettmers, Tim and Pagnoni, Artidoro and Holtzman, Ari and Zettlemoyer, Luke},2733 year = {2023},2734 eprint = {2305.14314},2735 archiveprefix = {arXiv},2736 primaryclass = {cs.LG},2737 howpublished = {arXiv preprint arXiv:2305.14314},2738 note = {verified: arxiv 2026-11-03; group G}2739}27402741@misc{gemini2023,2742 title = {Gemini: A Family of Highly Capable Multimodal Models},2743 author = {Team, Gemini and Anil, Rohan and Borgeaud, Sebastian and Alayrac, Jean-Baptiste and Yu, Jiahui and Soricut, Radu and Schalkwyk, Johan and Dai, Andrew M. and Hauth, Anja and Millican, Katie and Silver, David and Johnson, Melvin and Antonoglou, Ioannis and Schrittwieser, Julian and Glaese, Amelia and Chen, Jilin and Pitler, Emily and Lillicrap, Timothy and Lazaridou, Angeliki and Firat, Orhan and Molloy, James and Isard, Michael and Barham, Paul R. and Hennigan, Tom and Lee, Benjamin and Viola, Fabio and Reynolds, Malcolm and Xu, Yuanzhong and Doherty, Ryan and Collins, Eli and Meyer, Clemens and Rutherford, Eliza and Moreira, Erica and Ayoub, Kareem and Goel, Megha and Krawczyk, Jack and Du, Cosmo and Chi, Ed and Cheng, Heng-Tze and Ni, Eric and Shah, Purvi and Kane, Patrick and Chan, Betty and Faruqui, Manaal and Severyn, Aliaksei and Lin, Hanzhao and Li, YaGuang and Cheng, Yong and Ittycheriah, Abe and Mahdieh, Mahdis and Chen, Mia and Sun, Pei and Tran, Dustin and Bagri, Sumit and Lakshminarayanan, Balaji and Liu, Jeremiah and Orban, Andras and Güra, Fabian and Zhou, Hao and Song, Xinying and Boffy, Aurelien and Ganapathy, Harish and Zheng, Steven and Choe, HyunJeong and Weisz, Ágoston and Zhu, Tao and Lu, Yifeng and Gopal, Siddharth and Kahn, Jarrod and Kula, Maciej and Pitman, Jeff and Shah, Rushin and Taropa, Emanuel and Merey, Majd Al and Baeuml, Martin and Chen, Zhifeng and Shafey, Laurent El and Zhang, Yujing and Sercinoglu, Olcan and Tucker, George and Piqueras, Enrique and Krikun, Maxim and Barr, Iain and Savinov, Nikolay and Danihelka, Ivo and Roelofs, Becca and White, Anaïs and Andreassen, Anders and Glehn, Tamara von and Yagati, Lakshman and Kazemi, Mehran and Gonzalez, Lucas and Khalman, Misha and Sygnowski, Jakub and Frechette, Alexandre and Smith, Charlotte and Culp, Laura and Proleev, Lev and Luan, Yi and Chen, Xi and Lottes, James and Schucher, Nathan and Lebron, Federico and Rrustemi, Alban and Clay, Natalie and Crone, Phil and Kocisky, Tomas and Zhao, Jeffrey and Perz, Bartek and Yu, Dian and Howard, Heidi and Bloniarz, Adam and Rae, Jack W. and Lu, Han and Sifre, Laurent and Maggioni, Marcello and Alcober, Fred and Garrette, Dan and Barnes, Megan and Thakoor, Shantanu and Austin, Jacob and Barth-Maron, Gabriel and Wong, William and Joshi, Rishabh and Chaabouni, Rahma and Fatiha, Deeni and Ahuja, Arun and Tomar, Gaurav Singh and Senter, Evan and Chadwick, Martin and Kornakov, Ilya and Attaluri, Nithya and Iturrate, Iñaki and Liu, Ruibo and Li, Yunxuan and Cogan, Sarah and Chen, Jeremy and Jia, Chao and Gu, Chenjie and Zhang, Qiao and Grimstad, Jordan and Hartman, Ale Jakse and Garcia, Xavier and Pillai, Thanumalayan Sankaranarayana and Devlin, Jacob and Laskin, Michael and Casas, Diego de Las and Valter, Dasha and Tao, Connie and Blanco, Lorenzo and Badia, Adrià Puigdomènech and Reitter, David and Chen, Mianna and Brennan, Jenny and Rivera, Clara and Brin, Sergey and Iqbal, Shariq and Surita, Gabriela and Labanowski, Jane and Rao, Abhi and Winkler, Stephanie and Parisotto, Emilio and Gu, Yiming and Olszewska, Kate and Addanki, Ravi and Miech, Antoine and Louis, Annie and Teplyashin, Denis and Brown, Geoff and Catt, Elliot and Balaguer, Jan and Xiang, Jackie and Wang, Pidong and Ashwood, Zoe and Briukhov, Anton and Webson, Albert and Ganapathy, Sanjay and Sanghavi, Smit and Kannan, Ajay and Chang, Ming-Wei and Stjerngren, Axel and Djolonga, Josip and Sun, Yuting and Bapna, Ankur and Aitchison, Matthew and Pejman, Pedram and Michalewski, Henryk and Yu, Tianhe and Wang, Cindy and Love, Juliette and Ahn, Junwhan and Bloxwich, Dawn and Han, Kehang and Humphreys, Peter and Sellam, Thibault and Bradbury, James and Godbole, Varun and Samangooei, Sina and Damoc, Bogdan and Kaskasoli, Alex and Arnold, Sébastien M. 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Jiawern and Rishi, Rahul and Badiezadegan, Shirin and Bos, Taylor and Chang, Jerry and Jain, Sanil and Padmanabhan, Sri Gayatri Sundara and Puttagunta, Subha and Krishna, Kalpesh and Baker, Leslie and Kalb, Norbert and Bedapudi, Vamsi and Kurzrok, Adam and Lei, Shuntong and Yu, Anthony and Litvin, Oren and Zhou, Xiang and Wu, Zhichun and Sobell, Sam and Siciliano, Andrea and Papir, Alan and Neale, Robby and Bragagnolo, Jonas and Toor, Tej and Chen, Tina and Anklin, Valentin and Wang, Feiran and Feng, Richie and Gholami, Milad and Ling, Kevin and Liu, Lijuan and Walter, Jules and Moghaddam, Hamid and Kishore, Arun and Adamek, Jakub and Mercado, Tyler and Mallinson, Jonathan and Wandekar, Siddhinita and Cagle, Stephen and Ofek, Eran and Garrido, Guillermo and Lombriser, Clemens and Mukha, Maksim and Sun, Botu and Mohammad, Hafeezul Rahman and Matak, Josip and Qian, Yadi and Peswani, Vikas and Janus, Pawel and Yuan, Quan and Schelin, Leif and David, Oana and Garg, Ankur and He, Yifan and 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Doshi, Tulsee and Lall, Sid and Mishra, Swaroop and Chen, Wanming and Luong, Thang and Benjamin, Seth and Lee, Jasmine and Andrejczuk, Ewa and Rabiej, Dominik and Ranjan, Vipul and Styrc, Krzysztof and Yin, Pengcheng and Simon, Jon and Harriott, Malcolm Rose and Bansal, Mudit and Robsky, Alexei and Bacon, Geoff and Greene, David and Mirylenka, Daniil and Zhou, Chen and Sarvana, Obaid and Goyal, Abhimanyu and Andermatt, Samuel and Siegler, Patrick and Horn, Ben and Israel, Assaf and Pongetti, Francesco and Chen, Chih-Wei "Louis" and Selvatici, Marco and Silva, Pedro and Wang, Kathie and Tolins, Jackson and Guu, Kelvin and Yogev, Roey and Cai, Xiaochen and Agostini, Alessandro and Shah, Maulik and Nguyen, Hung and Donnaile, Noah Ó and Pereira, Sébastien and Friso, Linda and Stambler, Adam and Kurzrok, Adam and Kuang, Chenkai and Romanikhin, Yan and Geller, Mark and Yan, ZJ and Jang, Kane and Lee, Cheng-Chun and Fica, Wojciech and Malmi, Eric and Tan, Qijun and Banica, Dan and Balle, Daniel and Pham, Ryan and Huang, Yanping and Avram, Diana and Shi, Hongzhi and Singh, Jasjot and Hidey, Chris and Ahuja, Niharika and Saxena, Pranab and Dooley, Dan and Potharaju, Srividya Pranavi and O'Neill, Eileen and Gokulchandran, Anand and Foley, Ryan and Zhao, Kai and Dusenberry, Mike and Liu, Yuan and Mehta, Pulkit and Kotikalapudi, Ragha and Safranek-Shrader, Chalence and Goodman, Andrew and Kessinger, Joshua and Globen, Eran and Kolhar, Prateek and Gorgolewski, Chris and Ibrahim, Ali and Song, Yang and Eichenbaum, Ali and Brovelli, Thomas and Potluri, Sahitya and Lahoti, Preethi and Baetu, Cip and Ghorbani, Ali and Chen, Charles and Crawford, Andy and Pal, Shalini and Sridhar, Mukund and Gurita, Petru and Mujika, Asier and Petrovski, Igor and Cedoz, Pierre-Louis and Li, Chenmei and Chen, Shiyuan and Santo, Niccolò Dal and Goyal, Siddharth and Punjabi, Jitesh and Kappaganthu, Karthik and Kwak, Chester and LV, Pallavi and Velury, Sarmishta and Choudhury, Himadri and Hall, Jamie and Shah, Premal and Figueira, Ricardo and Thomas, Matt and Lu, Minjie and Zhou, Ting and Kumar, Chintu and Jurdi, Thomas and Chikkerur, Sharat and Ma, Yenai and Yu, Adams and Kwak, Soo and Ähdel, Victor and Rajayogam, Sujeevan and Choma, Travis and Liu, Fei and Barua, Aditya and Ji, Colin and Park, Ji Ho and Hellendoorn, Vincent and Bailey, Alex and Bilal, Taylan and Zhou, Huanjie and Khatir, Mehrdad and Sutton, Charles and Rzadkowski, Wojciech and Macintosh, Fiona and Vij, Roopali and Shagin, Konstantin and Medina, Paul and Liang, Chen and Zhou, Jinjing and Shah, Pararth and Bi, Yingying and Dankovics, Attila and Banga, Shipra and Lehmann, Sabine and Bredesen, Marissa and Lin, Zifan and Hoffmann, John Eric and Lai, Jonathan and Chung, Raynald and Yang, Kai and Balani, Nihal and Bražinskas, Arthur and Sozanschi, Andrei and Hayes, Matthew and Alcalde, Héctor Fernández and Makarov, Peter and Chen, Will and Stella, Antonio and Snijders, Liselotte and Mandl, Michael and Kärrman, Ante and Nowak, Paweł and Wu, Xinyi and Dyck, Alex and Vaidyanathan, Krishnan and R, Raghavender and Mallet, Jessica and Rudominer, Mitch and Johnston, Eric and Mittal, Sushil and Udathu, Akhil and Christensen, Janara and Verma, Vishal and Irving, Zach and Santucci, Andreas and Elsayed, Gamaleldin and Davoodi, Elnaz and Georgiev, Marin and Tenney, Ian and Hua, Nan and Cideron, Geoffrey and Leurent, Edouard and Alnahlawi, Mahmoud and Georgescu, Ionut and Wei, Nan and Zheng, Ivy and Scandinaro, Dylan and Jiang, Heinrich and Snoek, Jasper and Sundararajan, Mukund and Wang, Xuezhi and Ontiveros, Zack and Karo, Itay and Cole, Jeremy and Rajashekhar, Vinu and Tumeh, Lara and Ben-David, Eyal and Jain, Rishub and Uesato, Jonathan and Datta, Romina and Bunyan, Oskar and Wu, Shimu and Zhang, John and Stanczyk, Piotr and Zhang, Ye and Steiner, David and Naskar, Subhajit and Azzam, Michael and Johnson, Matthew and Paszke, Adam and Chiu, Chung-Cheng and Elias, Jaume Sanchez and Mohiuddin, Afroz and Muhammad, Faizan and Miao, Jin and Lee, Andrew and Vieillard, Nino and Park, Jane and Zhang, Jiageng and Stanway, Jeff and Garmon, Drew and Karmarkar, Abhijit and Dong, Zhe and Lee, Jong and Kumar, Aviral and Zhou, Luowei and Evens, Jonathan and Isaac, William and Irving, Geoffrey and Loper, Edward and Fink, Michael and Arkatkar, Isha and Chen, Nanxin and Shafran, Izhak and Petrychenko, Ivan and Chen, Zhe and Jia, Johnson and Levskaya, Anselm and Zhu, Zhenkai and Grabowski, Peter and Mao, Yu and Magni, Alberto and Yao, Kaisheng and Snaider, Javier and Casagrande, Norman and Palmer, Evan and Suganthan, Paul and Castaño, Alfonso and Giannoumis, Irene and Kim, Wooyeol and Rybiński, Mikołaj and Sreevatsa, Ashwin and Prendki, Jennifer and Soergel, David and Goedeckemeyer, Adrian and Gierke, Willi and Jafari, Mohsen and Gaba, Meenu and Wiesner, Jeremy and Wright, Diana Gage and Wei, Yawen and Vashisht, Harsha and Kulizhskaya, Yana and Hoover, Jay and Le, Maigo and Li, Lu and Iwuanyanwu, Chimezie and Liu, Lu and Ramirez, Kevin and Khorlin, Andrey and Cui, Albert and LIN, Tian and Wu, Marcus and Aguilar, Ricardo and Pallo, Keith and Chakladar, Abhishek and Perng, Ginger and Abellan, Elena Allica and Zhang, Mingyang and Dasgupta, Ishita and Kushman, Nate and Penchev, Ivo and Repina, Alena and Wu, Xihui and Weide, Tom van der and Ponnapalli, Priya and Kaplan, Caroline and Simsa, Jiri and Li, Shuangfeng and Dousse, Olivier and Yang, Fan and Piper, Jeff and Ie, Nathan and Pasumarthi, Rama and Lintz, Nathan and Vijayakumar, Anitha and Andor, Daniel and Valenzuela, Pedro and Lui, Minnie and Paduraru, Cosmin and Peng, Daiyi and Lee, Katherine and Zhang, Shuyuan and Greene, Somer and Nguyen, Duc Dung and Kurylowicz, Paula and Hardin, Cassidy and Dixon, Lucas and Janzer, Lili and Choo, Kiam and Feng, Ziqiang and Zhang, Biao and Singhal, Achintya and Du, Dayou and McKinnon, Dan and Antropova, Natasha and Bolukbasi, Tolga and Keller, Orgad and Reid, David and Finchelstein, Daniel and Raad, Maria Abi and Crocker, Remi and Hawkins, Peter and Dadashi, Robert and Gaffney, Colin and Franko, Ken and Bulanova, Anna and Leblond, Rémi and Chung, Shirley and Askham, Harry and Cobo, Luis C. and Xu, Kelvin and Fischer, Felix and Xu, Jun and Sorokin, Christina and Alberti, Chris and Lin, Chu-Cheng and Evans, Colin and Dimitriev, Alek and Forbes, Hannah and Banarse, Dylan and Tung, Zora and Omernick, Mark and Bishop, Colton and Sterneck, Rachel and Jain, Rohan and Xia, Jiawei and Amid, Ehsan and Piccinno, Francesco and Wang, Xingyu and Banzal, Praseem and Mankowitz, Daniel J. and Polozov, Alex and Krakovna, Victoria and Brown, Sasha and Bateni, MohammadHossein and Duan, Dennis and Firoiu, Vlad and Thotakuri, Meghana and Natan, Tom and Geist, Matthieu and Girgin, Ser tan and Li, Hui and Ye, Jiayu and Roval, Ofir and Tojo, Reiko and Kwong, Michael and Lee-Thorp, James and Yew, Christopher and Sinopalnikov, Danila and Ramos, Sabela and Mellor, John and Sharma, Abhishek and Wu, 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