Large expert-curated database for benchmarking document similarity detection in biomedical literature search


Brown, Peter, Tan, Aik-Choon, El-Esawi, Mohamed A, Liehr, Thomas, Blanck, Oliver, Gladue, Douglas P, Almeida, Gabriel MF, Cernava, Tomislav, Sorzano, Carlos O, Yeung, Andy WK, Engel, Michael S, Chandrasekaran, Arun Richard, Muth, Thilo, Staege, Martin S, Daulatabad, Swapna V, Widera, Darius, Zhang, Junpeng, Meule, Adrian, Honjo, Ken, Pourret, Olivier, Yin, Cong-Cong, Zhang, Zhongheng, Cascella, Marco, Flegel, Willy A, Goodyear, Carl S, van Raaij, Mark J, Bukowy-Bieryllo, Zuzanna, Campana, Luca G, Kurniawan, Nicholas A, Lalaouna, David, Hüttner, Felix J, Ammerman, Brooke A, Ehret, Felix, Cobine, Paul A, Tan, Ene-Choo, Han, Hyemin, Xia, Wenfeng, McCrum, Christopher, Dings, Ruud PM, Marinello, Francesco, Nilsson, Henrik, Nixon, Brett, Voskarides, Konstantinos, Yang, Long, Costa, Vincent D, Bengtsson-Palme, Johan, Bradshaw, William, Grimm, Dominik G, Kumar, Nitin, Martis, Elvis, Prieto, Daniel, Sabnis, Sandeep C, Amer, Said EDR, Liew, Alan WC, Perco, Paul, Rahimi, Farid, Riva, Giuseppe, Zhang, Chongxing, Devkota, Hari P, Ogami, Koichi, Basharat, Zarrin, Fierz, Walter, Siebers, Robert, Tan, Kok-Hian, Boehme, Karen A, Brenneisen, Peter, Brown, James AL, Dalrymple, Brian P, Harvey, David J, Ng, Grace, Werten, Sebastiaan, Bleackley, Mark, Dai, Zhanwu, Dhariwal, Raman, Gelfer, Yael, Hartmann, Marcus D, Miotla, Pawel, Tamaian, Radu, Govender, Pragashnie, Gurney-Champion, Oliver J, Kauppila, Joonas H, Zhang, Xiaolei, Echeverría, Natalia, Subhash, Santhilal, Sallmon, Hannes, Tofani, Marco, Bae, Taeok, Bosch, Oliver, Cuív, Páraic O, Danchin, Antoine, Diouf, Barthelemy, Eerola, Tuomas, Evangelou, Evangelos, Filipp, Fabian V, Klump, Hannes, Kurgan, Lukasz, Smith, Simon S, Terrier, Olivier, Tuttle, Neil, Ascher, David B, Janga, Sarath C, Schulte, Leon N, Becker, Daniel, Browngardt, Christopher, Bush, Stephen J, Gaullier, Guillaume, Ide, Kazuki, Meseko, Clement, Werner, Gijsbert DA, Zaucha, Jan, Al-Farha, Abd A, Greenwald, Noah F, Popoola, Segun I, Rahman, Md Shaifur, Xu, Jialin, Yang, Sunny Y, Hiroi, Noboru, Alper, Ozgul M, Baker, Chris I, Bitzer, Michael, Chacko, George, Debrabant, Birgit, Dixon, Ray, Forano, Evelyne, Gilliham, Matthew, Kelly, Sarah, Klempnauer, Karl-Heinz, Lidbury, Brett A, Lin, Michael Z, Lynch, Iseult, Ma, Wujun, Maibach, Edward W, Mather, Diane E, Nandakumar, Kutty S, Ohgami, Robert S, Parchi, Piero, Tressoldi, Patrizio, Xue, Yu, Armitage, Charles, Barraud, Pierre, Chatzitheochari, Stella, Coelho, Luis P, Diao, Jiajie, Doxey, Andrew C, Gobet, Angélique, Hu, Pingzhao, Kaiser, Stefan, Mitchell, Kate M, Salama, Mohamed F, Shabalin, Ivan G, Song, Haijun, Stevanovic, Dejan, Yadollahpour, Ali, Zeng, Erliang, Zinke, Katharina, Alimba, CG, Beyene, Tariku J, Cao, Zehong, Chan, Sherwin S, Gatchell, Michael, Kleppe, Andreas, Piotrowski, Marcin, Torga, Gonzalo, Woldesemayat, Adugna A, Cosacak, Mehmet I, Haston, Scott, Ross, Stephanie A, Williams, Richard, Wong, Alvin, Abramowitz, Matthew K, Effiong, Andem, Lee, Senhong, Abid, Muhammad Bilal, Agarabi, Cyrus, Alaux, Cedric, Albrecht, Dirk R, Atkins, Gerald J, Beck, Charles R, Bonvin, AMJJ, Bourke, Emer, Brand, Thomas, Braun, Ralf J, Bull, James A, Cardoso, Pedro, Carter, Dee, Delahay, Robin M, Ducommun, Bernard, Duijf, Pascal HG, Epp, Trevor, Eskelinen, Eeva-Liisa, Fallah, Mazyar, Farber, Debora B, Fernandez-Triana, Jose, Feyerabend, Frank, Florio, Tullio, Friebe, Michael, Furuta, Saori, Gabrielsen, Mads, Gruber, Jens, Grybos, Malgorzata, Han, Qian, Heinrich, Michael, Helanterä, Heikki, Huber, Michael, Jeltsch, Albert, Jiang, Fan, Josse, Claire, Jurman, Giuseppe, Kamiya, Haruyuki, de Keersmaecker, Kim, Kristiansson, Erik, de Leeuw, Frank-Erik, Li, Jiuyong, Liang, Shide, Lopez-Escamez, Jose A, Lopez-Ruiz, Francisco J, Marchbank, Kevin J, Marschalek, Rolf, Martín, Carmen S, Miele, Adriana E, Montagutelli, Xavier, Morcillo, Esteban, Nicoletti, Rosario, Niehof, Monika, O’Toole, Ronan, Ohtomo, Toshihiko, Oster, Henrik, Palma, Jose-Alberto, Paterson, Russell, Peifer, Mark, Portilla, Maribel, Portillo, MC, Pritchard, Antonia L, Pusch, Stefan, Raghava, Gajendra PS, Roberts, Nicola J, Ross, Kehinde, Schuele, Birgitt, Sergeant, Kjell, Shen, Jun, Stella, Alessandro, Sukocheva, Olga, Uversky, Vladimir N, Vanneste, Sven, Villet, Martin H, Viveiros, Miguel, Vorholt, Julia A, Weinstock, Christof, Yamato, Masayuki, Zabetakis, Ioannis, Zhao, Xin, Ziegler, Andreas, Aizat, Wan M, Atlas, Lauren, Bridges, Kristina M, Chakraborty, Sayan, Deschodt, Mieke, Domingues, Helena S, Esfahlani, Shabnam S, Falk, Sebastian, Guisado, JL, Kane, Nolan C, Kueberuwa, Gray, Lau, Colleen L, Liang, Dai, Liu, Enwu, Luu, Andreas M, Ma, Chuang, Ma, Lisong, Moyer, Robert, Norris, Adam D, Panthee, Suresh, Parsons, Jerod R, Peng, Yousong, Pinto, Inês Mendes, Reschke, Cristina R, Sillanpää, Elina, Stewart, Christopher J, Uhle, Florian, Yang, Hui, Zhou, Kai, Zhu, Shu, Ashry, Mohamed, Bergsland, Niels, Berthold, Maximilian, Chen, Chang-Er, Colella, Vito, Cuypers, Maarten, Eskew, Evan A, Fan, Xiao, Gajda, Maksymilian, Gonzálezlez-Prendes, Rayner, Goodin, Amie, Graham, Emily B, Groen, Ewout JN, Gutiérrez-Sacristán, Alba, Habes, Mohamad, Heffler, Enrico, Higginbottom, Daniel B, Janzen, Thijs, Jayaraman, Jayakumar, Jibb, Lindsay A, Jongen, Stefan, Kinyanjui, Timothy, Koleva-Kolarova, Rositsa G, Li, Zhixiu, Liu, Yu-Peng, Lund, Bjarte A, Lussier, Alexandre A, Ma, Liping, Mier, Pablo, Moore, Matthew D, Nagler, Katja, Orme, Mark W, Pearson, James A, Prajapati, Anilkumar S, Saito, Yu, Tröder, Simon E, Uchendu, Florence, Verloh, Niklas, Voutchkova, Denitza D, Abu-Zaid, Ahmed, Bakkach, Joaira, Baumert, Philipp, Dono, Marcos, Hanson, Jack, Herbelet, Sandrine, Hobbs, Emma, Kulkarni, Ameya, Kumar, Narendra, Liu, Siqi, Loft, Nikolai D, Reddan, Tristan, Senghore, Thomas, Vindin, Howard, Xu, Haotian, Bannon, Ross, Chen, Branson, Cheung, Johnny TK, Cooper, Jeffrey, Esnakula, Ashwini K, Feghali, Karine A, Ghelardi, Emilia, Gnasso, Agostino, Horbar, Jeffrey, Lai, Hei M, Li, Jian, Ma, Lan, Ma, Ruiyan, Pan, Zihang, Peres, Marco A, Pranata, Raymond, Seow, Esmond, Sydes, Matthew, Testoni, Ines, Westermair, Anna L, Yang, Yongliang, Afnan, Masoud, Albiol, Joan, Albuquerque, Lucia G, Amiya, Eisuke, Amorim, Rogerio M, An, Qianli, Andersen, Stig U, Aplin, John D, Argyropoulos, Christos, Asmann, Yan W, Assaeed, Abdulaziz M, Atanasov, Atanas G, Atchison, David A, Avery, Simon V, Avillach, Paul, Baade, Peter D, Backman, Lars, Badie, Christophe, Baldi, Alfonso, Ball, Elizabeth, Bardot, Olivier, Barnett, Adrian G, Basner, Mathias, Batra, Jyotsna, Bazanova, OM, Beale, Andrew, Beddoe, Travis, Bell, Melanie L, Berezikov, Eugene, Berners-Price, Sue, Bernhardt, Peter, Berry, Edward, Bessa, Theolis B, Billington, Craig, Birch, John, Blakely, Randy D, Blaskovich, Mark AT, Blum, Robert, Boelaert, Marleen, Bogdanos, Dimitrios, Bosch, Carles, Bourgoin, Thierry, Bouvard, Daniel, Boykin, Laura M, Bradley, Graeme, Braun, Daniel, Brownlie, Jeremy, Brühl, Albert, Burt, Austin, Butler, Lisa M, Byrareddy, Siddappa N, Byrne, Hugh J, Cabantous, Stephanie, Calatayud, Sara, Candal, Eva, Carlson, Kimberly, Casillas, Sònia, Castelvetro, Valter, Caswell, Patrick T, Cavalli, Giacomo, Cerovsky, Vaclav, Chagoyen, Monica, Chen, Chang-Shi, Chen, Dong F, Chen, Hao, Chen, Hui, Chen, Jui-Tung, Chen, Yinglong, Cheng, Changxiu, Cheng, Jianlin, Chinapaw, Mai, Chinopoulos, Christos, Cho, William CS, Chong, Lillian, Chowdhury, Debashish, Chwalibog, Andre, Ciresi, A, Cockcroft, Shamshad, Conesa, Ana, Cook, Penny A, Cooper, David N, Coqueret, Olivier, Corea, Enoka M, Costa, Elisio, Coupland, Carol, Crawford, Stephanie Y, Cruz, Aparecido D, Cui, Huijuan, Cui, Qiang, Culver, David C, D’Angiulli, Amedeo, Dahms, Tanya ES, Daigle, France, Dalgleish, Raymond, Danielsen, Håvard E, Darras, Sébastien, Davidson, Sean M, Day, David A, Degirmenci, Volkan, Demaison, Luc, Devriendt, Koenraad, Ding, Jiandong, Dogan, Yunus, Dong, XC, Donner, Claudio F, Dressick, Walter, Drevon, Christian A, Duan, Huiling, Ducho, Christian, Dumaz, Nicolas, Dwarakanath, Bilikere S, Ebell, Mark H, Eisenhardt, Steffen, Elkum, Naser, Engel, Nadja, Erickson, Timothy B, Fairhead, Michael, Faville, Marty J, Fejzo, Marlena S, Festa, Fernanda, Feteira, Antonio, Flood-Page, Patrick, Forsayeth, John, Fox, Simon A, Franks, Steven J, Frentiu, Francesca D, Frilander, Mikko J, Fu, Xinmiao, Fujita, Satoshi, Galea, Ian, Galluzzi, Luca, Gani, Federica, Ganpule, Arvind P, García-Alix, Antonio, Gedye, Kristene, Giordano, Maurizio, Giunta, Cecilia, Gleeson, Paul A, Goarant, Cyrille, Gong, Haipeng, Gora, Diop, Gough, Michael J, Goyal, Ravinder, Graham, Kathryn E, Grande-Pérez, Ana, Graves, Patricia M, Greidanus, Harm, Grice, Darren, Grunau, Christoph, Gumulya, Yosephine, Guo, Yabin, Gurevich, Vsevolod V, Gusev, Oleg, Hacker, Elke, Hage, Steffen R, Hagen, Guy, Hahn, Steven, Haller, Dagmar M, Hammerschmidt, Sven, Han, Jianwei, Han, Renzhi, Handfield, Martin, Hapuarachchi, Hapuarachchige C, Harder, Timm, Hardingham, Jennifer E, Heck, Michelle, Heers, Marcel, Hew, Khe F, Higuchi, Yohei, Hilaire, Cynthia St, Hilton, Rachel, Hodzic, Enisa, Hone, Andrew, Hongoh, Yuichi, Hu, Guoku, Huber, Heinz P, Hueso, Luis E, Huirne, Judith, Hurt, Lisa, Idborg, Helena, Ikeo, Kazuho, Ingley, Evan, Jakeman, Philip M, Jensen, Arne, Jia, Hong, Jia, Husen, Jia, Shuqin, Jiang, Jianping, Jiang, Xingyu, Jin, Yi, Jo, Daehyun, Johnson, Andrew M, Johnston, Marie, Jonscher, Karen R, Jorens, Philippe G, Jorgensen, Jens OL, Joubert, Johan W, Jung, Sin-Ho, Junior, Antonio M, Kahan, Thomas, Kamboj, Sunjeev K, Kang, Yong-Kook, Karamanos, Yannis, Karp, Natasha A, Kelly, Ryan, Kenna, Ralph, Kennedy, Jonathan, Kersten, Birgit, Khalaf, Roy A, Khalid, Javaria M, Khatlani, T, Khider, Tarig, Kijanka, Gregor S, King, Sarah RB, Kluz, Tomasz, Knox, Paul, Kobayashi, Tatsuya, Koch, Karl-Wilhelm, Kohonen-Corish, Maija RJ, Kong, Xiangpeng, Konkle-Parker, Deborah, Korpela, Kalevi M, Kostrikis, Leondios G, Kraiczy, Peter, Kratz, Harald, Krause, Günter, Krebsbach, Paul H, Kristensen, Søren R, Kumari, Prerna, Kunimatsu, Akira, Kurdak, Hatice, Kwon, Young D, Lachat, Carl, Lagisz, Malgorzata, Laky, Brenda, Lammerding, Jan, Lange, Matthias, Larrosa, Mar, Laslett, Andrew L, LeClair, Elizabeth E, Lee, Kyung-Woo, Lee, Ming-Yih, Lee, Moon-Soo, Li, Genyuan, Li, Jiansheng, Lieb, Klaus, Lim, Yau Y, Lindsey, Merry L, Line, Paul-Dag, Liu, Dengcai, Liu, Fengbin, Liu, Haiyan, Liu, Hongde, Lloyd, Vett K, Lo, Te-Wen, Locci, Emanuela, Loidl, Josef, Lorenzen, Johan, Lorkowski, Stefan, Lovell, Nigel H, Lu, Hua, Lu, Wei, Lu, Zhiyong, Luengo, Gustavo S, Lundh, Lars-Gunnar, Lysy, Philippe A, Mabb, Angela, Mack, Heather G, Mackey, David A, Mahdavi, SR, Maher, Pamela, Maher, Toby, Maity, Sankar N, Malgrange, Brigitte, Mamoulakis, Charalampos, Mangoni, Arduino A, Manke, Thomas, Manstead, Antony SR, Mantalaris, Athanasios, Marsal, Jan, Marschall, Hanns-Ulrich, Martin, Francis L, Martinez-Raga, Jose, Martinez-Salas, Encarnacion, Mathieu, Daniel, Matsui, Yoichi, Maza, Elie, McCutcheon, James E, McKay, Gareth J, McMillan, Brian, McMillan, Nigel, Meads, Catherine, Medina, Loreta, Merrick, B Alex, Metzger, Dennis W, Meunier, Frederic A, Michaelis, Martin, Micheau, Olivier, Mihara, Hisaaki, Mintz, Eric M, Mizukami, Takuo, Moalic, Yann, Mohapatra, DP, Monteiro, Antonia, Montes, Matthieu, Moran, John V, Morozov, Sergey Y, Mort, Matthew, Murai, Noriyuki, Murphy, Denis J, Murphy, Susan K, Murray, Shauna A, Naganawa, Shinji, Nammi, Srinivas, Nasios, Grigorios, Natoli, Roman M, Nguyen, Frederique, Nicol, Christine, van Nieuwerburgh, Filip, Nilsen, Erlend B, Nobile, Clarissa J, O’Mahony, Margaret, Ohlsson, Sophie, Olatunbosun, Oluremi, Olofsson, Per, Ortiz, Alberto, Ostrikov, Kostya, Otto, Siegmar, Outeiro, Tiago F, Ouyang, Songying, Paganoni, Sabrina, Page, Andrew, Palm, Christoph, Paradies, Yin, Parsons, Michael H, Parsons, Nick, Pascal, Pigny, Paul, Elisabeth, Peckham, Michelle, Pedemonte, Nicoletta, Pellizzon, Michael A, Petrelli, M, Pichugin, Alexander, Pinto, Carlos JC, Plevris, John N, Pollesello, Piero, Polz, Martin, Ponti, Giovanna, Porcelli, Piero, Prince, Martin, Quinn, Gwendolyn P, Quinn, Terence J, Ramula, Satu, Rappsilber, Juri, Rehfeldt, Florian, Reiling, Jan H, Remacle, Claire, Rezaei, Mohsen, Riddick, Eric W, Ritter, Uwe, Roach, Neil W, Roberts, David D, Robles, Guillermo, Rodrigues, Tiago, Rodriguez, Cesar, Roislien, Jo, Roobol, Monique J, Rowe, J Alexandra, Ruepp, Andreas, van Ruitenbeek, Jan, Rust, Petra, Saad, Sonia, Sack, George H, Santos, Manuela, Saudemont, Aurore, Sava, Gianni, Schrading, Simone, Schramm, Alexander, Schreiber, Martin, Schuler, Sidney, Schymkowitz, Joost, Sczyrba, Alexander, Seib, Kate L, Shi, Han-Ping, Shimada, Tomohiro, Shin, Jeon-Soo, Shortt, Colette, Silveyra, Patricia, Skinner, Debra, Small, Ian, Smeets, Paul AM, So, Po-Wah, Solano, Francisco, Sonenshine, Daniel E, Song, Jiangning, Southall, Tony, Speakman, John R, Srinivasan, Mandyam V, Stabile, Laura P, Stasiak, Andrzej, Steadman, Kathryn J, Stein, Nils, 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Osama, Regan, Tim, Richa, Tambi, Richardson, Mark F, Robinson, KR, Rossoni, Luca, Rouet, Romain, Safaei, Soroush, Schneeberger, Pierre HH, Schwotzer, Daniela, Sebastian, Agata, Selinski, Jennifer, Seltmann, Stefanie, Sha, Feng, Shalev, Nir, Shang, Jin-Long, Singer, Josef, Singh, Mandeep, Smith, Taylor, Solomon-Moore, Emma, Song, Lijuan, Soraggi, Samuele, Stanley, Ryan, Steckhan, Nico, Strobl, Frederic, Subissi, Lorenzo, Supriyanto, Irwan, Surve, Chinmay R, Suzuki, Tomo, Syme, Caitlin, Sörelius, Karl, Tang, Young, Tantawy, Marwa, Tennakoon, Sumudu, Teseo, Serafino, Toelzer, Christine, Tomov, Nikola, Tovar, Miguel, Tran, Linh, Tripathi, Sushil, Tuladhar, Anil M, Ukubuiwe, Azubuike C, Ung, Carolina OL, Valgepea, Kaspar, Vatanparast, Hamid, Vidal, Arnau, Wang, Fang, Wang, Qing, Watari, Ricky, Webster, Rebecca, Webster, Ruth, Wei, Junnian, Wibowo, David, Wingenbach, Tanja SH, Xavier, Rose M, Xiao, Shumin, Xiong, Peng, Xu, Shicai, Xu, Shilin, Yao, Ruifeng, Yao, Wen, Yin, Qinan, Yu, Yongbo, Zaitsu, Masayoshi, Zeineb, Zian, Zhan, Xiao-Yong, Zhang, Jilei, Zhang, Rongqiang, Zhang, Wei, Zhang, Xianglilan, Zheng, Shan, Zhou, Bailing, Zhou, Xiaoyan, Ahmad, Haroon, Akinwumi, Sayo A, Albery, Gregory F, Alhowimel, Ahmed, Ali, Junaid, Alshehri, Mansour, Alsuhaibani, Mohammed, Anikin, Andrey, Azubuike, Samuel O, Bach-Mortensen, Anders, Baltiansky, Lior, Bartas, Martin, Belachew, Kiflemariam Y, Bhardwaj, Vivek, Binder, Karin, Bland, Nicholas S, Boah, Michael, Bullen, Benjamin, Calabrò, Giovanna E, Callahan, Tiffany J, Cao, Bing, Chalmers, Kelsey, Chang, Wei, Che, Zhengping, Chen, Andrew TY, Chen, Haimin, Chen, Huaming, Chen, Youning, Chen, Zhao, Choi, YoungRok, Chowdhury, Mohiuddin AK, Christensen, Martin R, Cooke, Robert SC, Cottini, Marzia, Covington, Natalie V, Cunningham, Catriona, Delarocque, Julien, Devos, Lucie, Dhar, Aurup R, Ding, Ke-Feng, Dong, Kexian, Dong, Zheng, Dreyer, Niklas, Ekstrand, Chelsea, Fardet, Tanguy, Feleke, Berhanu E, Feurer, Thomas, Freitas, Angela, Gao, 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S, Kaur, Harsheen, Kelly, Shona, Kheir, Fayez, Kichatova, VS, Kiyani, Musa, Klein, Reinhild, Kovesi, Tom, Kraschnewski, Jennifer L, Kumar, Addanki P, Labutin, Dmitry, Lazo-Langner, Alejandro, Leclercq, Guy, Li, Maoteng, Li, Qingchun, Li, Tangliang, Li, Yongzhe, Liao, Wei-Ting, Liao, Zheng-yin, Lin, Jessica, Lizer, J, Lobreglio, Giambattista, Lowies, Cher, Lu, Cheng, Majeed, Haroon, Martin, Adam, Martinez-Sobrido, Luis, Meresh, Edwin, Middelveen, Marianne, Mohebbi, Alireza, Mota, Jorge, Mozaheb, Zahra, Muyaya, Ley, Nandhakumar, Amar, Ng, Sheryl HX, Obeidat, Monther, Oh, Deog-Hwan, Owais, Mohammed, Pace-Asciak, Pia, Panwar, Ajay, Park, Caroline, Patterson, Chris, Penagos-Tabaree, Felipe, Pianosi, Paolo T, Pinzi, Valentina, Pridans, Clare, Psaroulaki, Anna, Pujala, Ravi Kumar, Pulido-Arjona, Leonardo, Qi, Peng-Fei, Rahman, Proton, Rai, Nayanjot K, Rassaf, Tienush, Refardt, Julie, Ricciardi, Walter, Riess, Olaf, Rovas, Alexandros, Sacks, Frank M, Saleh, Sherif, Sampson, Christopher, Schmutz, Axel, Sepanski, Robert, Sharma, Neeraj, Singh, Manisha, Spearman, Paul, Subramaniapillai, Mehala, Swali, Ritu, Tan, Cher M, Tellechea, Juan I, Thomas, Lisa-Marie, Tong, Xin, Vavvas, Demetrios G, Veys, Ralf, Vitriol, Veronica, Wang, Horng-Dar, Wang, Jinhui, Wang, Jiucun, Waugh, Jason, Webb, SA, Williams, Brendan A, Workman, Alan D, Xiang, Tingxiu, Xie, Li-Xin, Xu, Jun, Xu, Taosheng, Yang, Chongjun, Yoon, Jihoon G, Yuan, Christina M, Zaritsky, Arno, Zhang, Yao, Zhao, Haochen, Zuckerman, Hannah, Lyu, Ran, Pullan, Wayne and Zhou, Yaoqi ;
Contact
Thomas.Soltwedel [ at ] awi.de

Abstract

<jats:title>Abstract</jats:title> <jats:p>Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency–Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.</jats:p>



Item Type
Article
Authors
Brown, Peter, Tan, Aik-Choon, El-Esawi, Mohamed A, Liehr, Thomas, Blanck, Oliver, Gladue, Douglas P, Almeida, Gabriel MF, Cernava, Tomislav, Sorzano, Carlos O, Yeung, Andy WK, Engel, Michael S, Chandrasekaran, Arun Richard, Muth, Thilo, Staege, Martin S, Daulatabad, Swapna V, Widera, Darius, Zhang, Junpeng, Meule, Adrian, Honjo, Ken, Pourret, Olivier, Yin, Cong-Cong, Zhang, Zhongheng, Cascella, Marco, Flegel, Willy A, Goodyear, Carl S, van Raaij, Mark J, Bukowy-Bieryllo, Zuzanna, Campana, Luca G, Kurniawan, Nicholas A, Lalaouna, David, Hüttner, Felix J, Ammerman, Brooke A, Ehret, Felix, Cobine, Paul A, Tan, Ene-Choo, Han, Hyemin, Xia, Wenfeng, McCrum, Christopher, Dings, Ruud PM, Marinello, Francesco, Nilsson, Henrik, Nixon, Brett, Voskarides, Konstantinos, Yang, Long, Costa, Vincent D, Bengtsson-Palme, Johan, Bradshaw, William, Grimm, Dominik G, Kumar, Nitin, Martis, Elvis, Prieto, Daniel, Sabnis, Sandeep C, Amer, Said EDR, Liew, Alan WC, Perco, Paul, Rahimi, Farid, Riva, Giuseppe, Zhang, Chongxing, Devkota, Hari P, Ogami, Koichi, Basharat, Zarrin, Fierz, Walter, Siebers, Robert, Tan, Kok-Hian, Boehme, Karen A, Brenneisen, Peter, Brown, James AL, Dalrymple, Brian P, Harvey, David J, Ng, Grace, Werten, Sebastiaan, Bleackley, Mark, Dai, Zhanwu, Dhariwal, Raman, Gelfer, Yael, Hartmann, Marcus D, Miotla, Pawel, Tamaian, Radu, Govender, Pragashnie, Gurney-Champion, Oliver J, Kauppila, Joonas H, Zhang, Xiaolei, Echeverría, Natalia, Subhash, Santhilal, Sallmon, Hannes, Tofani, Marco, Bae, Taeok, Bosch, Oliver, Cuív, Páraic O, Danchin, Antoine, Diouf, Barthelemy, Eerola, Tuomas, Evangelou, Evangelos, Filipp, Fabian V, Klump, Hannes, Kurgan, Lukasz, Smith, Simon S, Terrier, Olivier, Tuttle, Neil, Ascher, David B, Janga, Sarath C, Schulte, Leon N, Becker, Daniel, Browngardt, Christopher, Bush, Stephen J, Gaullier, Guillaume, Ide, Kazuki, Meseko, Clement, Werner, Gijsbert DA, Zaucha, Jan, Al-Farha, Abd A, Greenwald, Noah F, Popoola, Segun I, Rahman, Md Shaifur, Xu, Jialin, 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Tian, Asefa, NG, Giganti, Francesco, Grabowski, Piotr, Guerra-Mora, José R, Guo, Chengying, Guo, Xinyi, Gupta, Himanshu, He, Shuonan, Heijne, Marloes, Heinemann, Stephanie, Hogrebe, Alexander, Huang, Zhengping, Iskander-Rizk, Sophinese, Iyer, Lavanya M, Jahan, Yasmin, James, Ameh S, Joel, Emmanuel, Joffroy, Bastian, Jégousse, Clara, Kambondo, George, Karnati, Priyanka, Kaya, Cihan, Ke, An, Kelly, Daniel, Kickert, Rob, Kidibule, Peter E, Kieselmann, Jennifer P, Kim, Hyeon J, Kitazawa, Takeshi, Lamberts, Aniek, Li, You, Liang, Huakang, Linn, Sabrina N, Litfin, Thomas, Liusuo, Wang, Lygirou, Vasiliki, Mahato, Ajay K, Mai, Zhi-Ming, Major, Rupert W, Mali, Samira, Mallis, Panagiotis, Mao, Wenzhi, Mao, Wenzhi, Marvin-Dowle, Katie, Mason, Leanda D, Merideth, Ben, Merino-Plaza, Maria J, Merlaen, Britt, Messina, Rossella, Mishra, Anand K, Muhammad, Junaid, Musinguzi, Conrad, Nanou, Afroditi, Naqash, Amreen, Nguyen, Joe T, Nguyen, Thi TH, Ni, Duan, Nida, Notcovich, Shirli, Ohst, Barnabas, Ollivier, Quinn R, Osses, Daniël F, Peng, Xiangda, Plantinga, Arnoud, Pulia, Michael, Rafiq, Muhammad, Raman, Ayush, Raucher-Chéné, Delphine, Rawski, Rafał, Ray, Asit, Razak, Lubna A, Rudolf, Kevin, Rusch, Peter, Sadoine, Margaux L, Schmidt, Axel, Schurr, Roey, Searles, Stephen, Sharma, Saurab, Sheehan, Barry, Shi, Chunhu, Shohayeb, Belal, Sommerlad, Andrew, Strehlow, Jan, Sun, Xianbao, Sundar, Raghav, Taherzadeh, Ghazaleh, Tahir, Nur DM, Tang, Jun, Testa, Jean, Tian, Zhiqi, Tingting, Qian, Verheijen, Geert P, Vickstrom, Casey, Wang, Teng, Wang, Xiaomin, Wang, Zhenxing, Wei, Pan, Wilson, Alex, Wyart, Yassine, Abdul-Amir, Yousefzadeh, Abbas, Zare, Asma, Zeng, Zhen, Zhang, Chengrong, Zhang, Haowen, Zhang, Linxing, Zhang, Tongchuan, Zhang, Weijia, Zhang, Zhe, Zhou, Jianyu, Zhu, Dongjie, Adamo, Vincenzo, Adeyemo, Adebolajo A, Aggelidou, Maria, Al-Owaifeer, Adi M, Al-Riyami, Arwa Z, Alzghari, Saeed K, Andersen, Vibeke, Angus, Kathryn, Asaduzzaman, Muhammad, Asady, Hadi, Ato, Dai, Bai, Xiaoyong, Baines, Rebecca L, Ballantyne, Maghan, Ban, Bo, Beck, Jill, Ben-Nafa, Walid, Black, Emma, Blancher, Antoine, Blankstein, Ron, Bodagh, Neil, Borges, Paulo AV, Brooks, Anastasia, Brox-Ponce, Josue, Brunetti, Arturo, Canham, Colin D, Carninci, Piero, Carvajal, Richard, Chang, Shun C, Chao, Jie, Chatterjee, Pranab, Chen, He, Chen, Yi-Chun, Chhatriwalla, Adnan K, Chikowe, Ibrahim, Chuang, Trees-Juen, Collevatti, Rosane G, Valera-Cornejo, Diego A, Cuenda, Ana, Dao, Myriam, Dauga, Delphine, Deng, Zaian, Devkota, Kiran, Doan, Lisa V, Elewa, Yaser HA, Fan, Dongsheng, Faruk, Mohammed, Feifei, Shi, Ferguson, Trevor S, Fleres, Francesco, Foster, Emma J, Foster, C Stephen, Furer, Tzvi, Gao, Yibo, Garcia-Rivera, Enid J, Gazdar, Adi, George, Ronald B, Ghosh, Sayantan, Gianchecchi, Elena, Gleason, Joshua M, Hackshaw, Allan, Hall, Adam, Hall, Richard, Harper, Paul, Hogg, William E, Huang, Guangqun, Hunter, Kylie E, IJzerman, Adriaan P, Jesus, Carlos, Jian, Gao, Jr, James S Lewis, Kanj, Souha S, Kaur, Harsheen, Kelly, Shona, Kheir, Fayez, Kichatova, VS, Kiyani, Musa, Klein, Reinhild, Kovesi, Tom, Kraschnewski, Jennifer L, Kumar, Addanki P, Labutin, Dmitry, Lazo-Langner, Alejandro, Leclercq, Guy, Li, Maoteng, Li, Qingchun, Li, Tangliang, Li, Yongzhe, Liao, Wei-Ting, Liao, Zheng-yin, Lin, Jessica, Lizer, J, Lobreglio, Giambattista, Lowies, Cher, Lu, Cheng, Majeed, Haroon, Martin, Adam, Martinez-Sobrido, Luis, Meresh, Edwin, Middelveen, Marianne, Mohebbi, Alireza, Mota, Jorge, Mozaheb, Zahra, Muyaya, Ley, Nandhakumar, Amar, Ng, Sheryl HX, Obeidat, Monther, Oh, Deog-Hwan, Owais, Mohammed, Pace-Asciak, Pia, Panwar, Ajay, Park, Caroline, Patterson, Chris, Penagos-Tabaree, Felipe, Pianosi, Paolo T, Pinzi, Valentina, Pridans, Clare, Psaroulaki, Anna, Pujala, Ravi Kumar, Pulido-Arjona, Leonardo, Qi, Peng-Fei, Rahman, Proton, Rai, Nayanjot K, Rassaf, Tienush, Refardt, Julie, Ricciardi, Walter, Riess, Olaf, Rovas, Alexandros, Sacks, Frank M, Saleh, Sherif, Sampson, Christopher, Schmutz, Axel, Sepanski, Robert, Sharma, Neeraj, Singh, Manisha, Spearman, Paul, Subramaniapillai, Mehala, Swali, Ritu, Tan, Cher M, Tellechea, Juan I, Thomas, Lisa-Marie, Tong, Xin, Vavvas, Demetrios G, Veys, Ralf, Vitriol, Veronica, Wang, Horng-Dar, Wang, Jinhui, Wang, Jiucun, Waugh, Jason, Webb, SA, Williams, Brendan A, Workman, Alan D, Xiang, Tingxiu, Xie, Li-Xin, Xu, Jun, Xu, Taosheng, Yang, Chongjun, Yoon, Jihoon G, Yuan, Christina M, Zaritsky, Arno, Zhang, Yao, Zhao, Haochen, Zuckerman, Hannah, Lyu, Ran, Pullan, Wayne and Zhou, Yaoqi ;
Divisions
Primary Division
Programs
Primary Topic
Publication Status
Published
Eprint ID
51177
DOI https://www.doi.org/10.1093/database/baz085

Cite as
Brown, P. , Tan, A. C. , El-Esawi, M. A. , Liehr, T. , Blanck, O. , Gladue, D. P. , Almeida, G. M. , Cernava, T. , Sorzano, C. O. , Yeung, A. W. , Engel, M. S. , Chandrasekaran, A. R. , Muth, T. , Staege, M. S. , Daulatabad, S. V. , Widera, D. , Zhang, J. , Meule, A. , Honjo, K. , Pourret, O. , Yin, C. C. , Zhang, Z. , Cascella, M. , Flegel, W. A. , Goodyear, C. S. , van Raaij, M. J. , Bukowy-Bieryllo, Z. , Campana, L. G. , Kurniawan, N. A. , Lalaouna, D. , Hüttner, F. J. , Ammerman, B. A. , Ehret, F. , Cobine, P. A. , Tan, E. C. , Han, H. , Xia, W. , McCrum, C. , Dings, R. P. , Marinello, F. , Nilsson, H. , Nixon, B. , Voskarides, K. , Yang, L. , Costa, V. D. , Bengtsson-Palme, J. , Bradshaw, W. , Grimm, D. G. , Kumar, N. , Martis, E. , Prieto, D. , Sabnis, S. C. , Amer, S. E. , Liew, A. W. , Perco, P. , Rahimi, F. , Riva, G. , Zhang, C. , Devkota, H. P. , Ogami, K. , Basharat, Z. , Fierz, W. , Siebers, R. , Tan, K. H. , Boehme, K. A. , Brenneisen, P. , Brown, J. A. , Dalrymple, B. 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