BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Authors: Workshop, BigScience, Scao, Teven Le, Fan, Angela, Akiki, Christopher, Pavlick, Ellie, Ilić, Suzana, Hesslow, Daniel, Castagné, Roman, Luccioni, Alexandra Sasha, Yvon, François, Gallé, Matthias, Tow, Jonathan, Rush, Alexander M., Biderman, Stella, Webson, Albert, Ammanamanchi, Pawan Sasanka, Wang, Thomas, Sagot, Benoît, Muennighoff, Niklas, del Moral, Albert Villanova, Ruwase, Olatunji, Bawden, Rachel, Bekman, Stas, McMillan-Major, Angelina, Beltagy, Iz, Nguyen, Huu, Saulnier, Lucile, Tan, Samson, Suarez, Pedro Ortiz, Sanh, Victor, Laurençon, Hugo, Jernite, Yacine, Launay, Julien, Mitchell, Margaret, Raffel, Colin, Gokaslan, Aaron, Simhi, Adi, Soroa, Aitor, Aji, Alham Fikri, Alfassy, Amit, Rogers, Anna, Nitzav, Ariel Kreisberg, Xu, Canwen, Mou, Chenghao, Emezue, Chris, Klamm, Christopher, Leong, Colin, van Strien, Daniel, Adelani, David Ifeoluwa, Radev, Dragomir, Ponferrada, Eduardo González, Levkovizh, Efrat, Kim, Ethan, Natan, Eyal Bar, De Toni, Francesco, Dupont, Gérard, Kruszewski, Germán, Pistilli, Giada, Elsahar, Hady, Benyamina, Hamza, Tran, Hieu, Yu, Ian, Abdulmumin, Idris, Johnson, Isaac, Gonzalez-Dios, Itziar, de la Rosa, Javier, Chim, Jenny, Dodge, Jesse, Zhu, Jian, Chang, Jonathan, Frohberg, Jörg, Tobing, Joseph, Bhattacharjee, Joydeep, Almubarak, Khalid, Chen, Kimbo, Lo, Kyle, Von Werra, Leandro, Weber, Leon, Phan, Long, allal, Loubna Ben, Tanguy, Ludovic, Dey, Manan, Muñoz, Manuel Romero, Masoud, Maraim, Grandury, María, Šaško, Mario, Huang, Max, Coavoux, Maximin, Singh, Mayank, Jiang, Mike Tian-Jian, Vu, Minh Chien, Jauhar, Mohammad A., Ghaleb, Mustafa, Subramani, Nishant, Kassner, Nora, Khamis, Nurulaqilla, Nguyen, Olivier, Espejel, Omar, de Gibert, Ona, Villegas, Paulo, Henderson, Peter, Colombo, Pierre, Amuok, Priscilla, Lhoest, Quentin, Harliman, Rheza, Bommasani, Rishi, López, Roberto Luis, Ribeiro, Rui, Osei, Salomey, Pyysalo, Sampo, Nagel, Sebastian, Bose, Shamik, Muhammad, Shamsuddeen Hassan, Sharma, Shanya, Longpre, Shayne, Nikpoor, Somaieh, Silberberg, Stanislav, Pai, Suhas, Zink, Sydney, Torrent, Tiago Timponi, Schick, Timo, Thrush, Tristan, Danchev, Valentin, Nikoulina, Vassilina, Laippala, Veronika, Lepercq, Violette, Prabhu, Vrinda, Alyafeai, Zaid, Talat, Zeerak, Raja, Arun, Heinzerling, Benjamin, Si, Chenglei, Taşar, Davut Emre, Salesky, Elizabeth, Mielke, Sabrina J., Lee, Wilson Y., Sharma, Abheesht, Santilli, Andrea, Chaffin, Antoine, Stiegler, Arnaud, Datta, Debajyoti, Szczechla, Eliza, Chhablani, Gunjan, Wang, Han, Pandey, Harshit, Strobelt, Hendrik, Fries, Jason Alan, Rozen, Jos, Gao, Leo, Sutawika, Lintang, Bari, M Saiful, Al-shaibani, Maged S., Manica, Matteo, Nayak, Nihal, Teehan, Ryan, Albanie, Samuel, Shen, Sheng, Ben-David, Srulik, Bach, Stephen H., Kim, Taewoon, Bers, Tali, Fevry, Thibault, Neeraj, Trishala, Thakker, Urmish, Raunak, Vikas, Tang, Xiangru, Yong, Zheng-Xin, Sun, Zhiqing, Brody, Shaked, Uri, Yallow, Tojarieh, Hadar, Roberts, Adam, Chung, Hyung Won, Tae, Jaesung, Phang, Jason, Press, Ofir, Li, Conglong, Narayanan, Deepak, Bourfoune, Hatim, Casper, Jared, Rasley, Jeff, Ryabinin, Max, Mishra, Mayank, Zhang, Minjia, Shoeybi, Mohammad, Peyrounette, Myriam, Patry, Nicolas, Tazi, Nouamane, Sanseviero, Omar, von Platen, Patrick, Cornette, Pierre, Lavallée, Pierre François, Lacroix, Rémi, Rajbhandari, Samyam, Gandhi, Sanchit, Smith, Shaden, Requena, Stéphane, Patil, Suraj, Dettmers, Tim, Baruwa, Ahmed, Singh, Amanpreet, Cheveleva, Anastasia, Ligozat, Anne-Laure, Subramonian, Arjun, Névéol, Aurélie, Lovering, Charles, Garrette, Dan, Tunuguntla, Deepak, Reiter, Ehud, Taktasheva, Ekaterina, Voloshina, Ekaterina, Bogdanov, Eli, Winata, Genta Indra, Schoelkopf, Hailey, Kalo, Jan-Christoph, Novikova, Jekaterina, Forde, Jessica Zosa, Clive, Jordan, Kasai, Jungo, Kawamura, Ken, Hazan, Liam, Carpuat, Marine, Clinciu, Miruna, Kim, Najoung, Cheng, Newton, Serikov, Oleg, Antverg, Omer, van der Wal, Oskar, Zhang, Rui, Zhang, Ruochen, Gehrmann, Sebastian, Mirkin, Shachar, Pais, Shani, Shavrina, Tatiana, Scialom, Thomas, Yun, Tian, Limisiewicz, Tomasz, Rieser, Verena, Protasov, Vitaly, Mikhailov, Vladislav, Pruksachatkun, Yada, Belinkov, Yonatan, Bamberger, Zachary, Kasner, Zdeněk, Rueda, Alice, Pestana, Amanda, Feizpour, Amir, Khan, Ammar, Faranak, Amy, Santos, Ana, Hevia, Anthony, Unldreaj, Antigona, Aghagol, Arash, Abdollahi, Arezoo, Tammour, Aycha, HajiHosseini, Azadeh, Behroozi, Bahareh, Ajibade, Benjamin, Saxena, Bharat, Ferrandis, Carlos Muñoz, McDuff, Daniel, Contractor, Danish, Lansky, David, David, Davis, Kiela, Douwe, Nguyen, Duong A., Tan, Edward, Baylor, Emi, Ozoani, Ezinwanne, Mirza, Fatima, Ononiwu, Frankline, Rezanejad, Habib, Jones, Hessie, Bhattacharya, Indrani, Solaiman, Irene, Sedenko, Irina, Nejadgholi, Isar, Passmore, Jesse, Seltzer, Josh, Sanz, Julio Bonis, Dutra, Livia, Samagaio, Mairon, Elbadri, Maraim, Mieskes, Margot, Gerchick, Marissa, Akinlolu, Martha, McKenna, Michael, Qiu, Mike, Ghauri, Muhammed, Burynok, Mykola, Abrar, Nafis, Rajani, Nazneen, Elkott, Nour, Fahmy, Nour, Samuel, Olanrewaju, An, Ran, Kromann, Rasmus, Hao, Ryan, Alizadeh, Samira, Shubber, Sarmad, Wang, Silas, Roy, Sourav, Viguier, Sylvain, Le, Thanh, Oyebade, Tobi, Le, Trieu, Yang, Yoyo, Nguyen, Zach, Kashyap, Abhinav Ramesh, Palasciano, Alfredo, Callahan, Alison, Shukla, Anima, Miranda-Escalada, Antonio, Singh, Ayush, Beilharz, Benjamin, Wang, Bo, Brito, Caio, Zhou, Chenxi, Jain, Chirag, Xu, Chuxin, Fourrier, Clémentine, Periñán, Daniel León, Molano, Daniel, Yu, Dian, Manjavacas, Enrique, Barth, Fabio, Fuhrimann, Florian, Altay, Gabriel, Bayrak, Giyaseddin, Burns, Gully, Vrabec, Helena U., Bello, Imane, Dash, Ishani, Kang, Jihyun, Giorgi, John, Golde, Jonas, Posada, Jose David, Sivaraman, Karthik Rangasai, Bulchandani, Lokesh, Liu, Lu, Shinzato, Luisa, de Bykhovetz, Madeleine Hahn, Takeuchi, Maiko, Pàmies, Marc, Castillo, Maria A, Nezhurina, Marianna, Sänger, Mario, Samwald, Matthias, Cullan, Michael, Weinberg, Michael, De Wolf, Michiel, Mihaljcic, Mina, Liu, Minna, Freidank, Moritz, Kang, Myungsun, Seelam, Natasha, Dahlberg, Nathan, Broad, Nicholas Michio, Muellner, Nikolaus, Fung, Pascale, Haller, Patrick, Chandrasekhar, Ramya, Eisenberg, Renata, Martin, Robert, Canalli, Rodrigo, Su, Rosaline, Su, Ruisi, Cahyawijaya, Samuel, Garda, Samuele, Deshmukh, Shlok S, Mishra, Shubhanshu, Kiblawi, Sid, Ott, Simon, Sang-aroonsiri, Sinee, Kumar, Srishti, Schweter, Stefan, Bharati, Sushil, Laud, Tanmay, Gigant, Théo, Kainuma, Tomoya, Kusa, Wojciech, Labrak, Yanis, Bajaj, Yash Shailesh, Venkatraman, Yash, Xu, Yifan, Xu, Yingxin, Xu, Yu, Tan, Zhe, Xie, Zhongli, Ye, Zifan, Bras, Mathilde, Belkada, Younes, Wolf, Thomas

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2211.05100

Layout-aware Subfigure Decomposition for Complex Figures in the Biomedical Literature

Authors: Shi, Xiangyang, Wu, Yue, Cao, Huaigu, Burns, Gully, Natarajan, Prem

Source: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2019 - 2019 IEEE International Conference on. :1343-1347 May, 2019

Relation: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification

Authors: Li, Xiangci, Burns, Gully, Peng, Nanyun

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2012.14500

MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification

Authors: Wu, Te-Lin, Singh, Shikhar, Paul, Sayan, Burns, Gully, Peng, Nanyun

Subject Terms: Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2012.09216

Scientific Discourse Tagging for Evidence Extraction

Authors: Li, Xiangci, Burns, Gully, Peng, Nanyun

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/1909.04758

An Investigation into the Pedagogical Features of Documents

Authors: Sheng, Emily, Natarajan, Prem, Gordon, Jonathan, Burns, Gully

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/1708.00179

Experiment Segmentation in Scientific Discourse as Clause-level Structured Prediction using Recurrent Neural Networks

Authors: Dasigi, Pradeep, Burns, Gully A. P. C., Hovy, Eduard, de Waard, Anita

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/1702.05398

BD2K Training Coordinating Center's ERuDIte: The Educational Resource Discovery Index for Data Science

Authors: Ambite, Jose Luis, Fierro, Lily, Gordon, Jonathan, Burns, Gully A. P. C., Geigl, Florian, Lerman, Kristina, Van Horn, John D.

Source: IEEE transactions on emerging topics in computing. 9(1):316-328

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100118234717.0x000001&indx=1&recIds=ETOCvdc_100118234717.0x000001

Linking Educational Resources on Data Science
33rd AAAI conference on artificial intelligence

Authors: Ambite, José Luis, Gordon, Jonathan, Fierro, Lily, Burns, Gully, Mathew, Joel

Source: Proceedings of the National Conference on Artificial Intelligence. 33(12):9404-9409

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607038775&indx=1&recIds=ETOCCN607038775

Infrastructure for Annotation-Driven Information Extraction from the Primary Scientific Literature: Principles and Practice

Authors: Burns, Gully, Feng, Donghui, Ingulfsen, Tommy, Hovy, Eduard

Source: 2007 IEEE Congress on Services (Services 2007) Services, 2007 IEEE Congress on. :122-129 Jul, 2007

Relation: 2007 IEEE Congress on Services

Abstract Meaning Representations as Linked Data
International semantic web conference

Authors: Burns, Gully A., Hermjakob, Ulf, Ambite, José Luis

Source: Lecture notes in computer science. 9982:12-20

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN601766217&indx=1&recIds=ETOCCN601766217

Modeling functional Magnetic Resonance Imaging (fMRI) experimental variables in the Ontology of Experimental Variables and Values (OoEVV)

Authors: Burns, Gully A.P.C., Turner, Jessica A.

Source: In NeuroImage 15 November 2013 82:662-670

Reports on the 2013 AAAI Fall Symposium Series.

Authors: Burns, Gully A.P.C., Gil, Yolanda, Villanueva-Rosales, Natalia, Liu, Yan, Risi, Sebastian, Lehman, Joel, Clune, Jeff, Lebiere, Christian, Rosenbloom, Paul S., van Harmelen, Frank, Hendler, James A., Hitzler, Pascal, Janowicz, Krzysztof, Swamp, Samarth

Source: AI Magazine. Summer, 2014, Vol. 35 Issue 2, p69, 6 p.

Automated detection of discourse segment and experimental types from the text of cancer pathway results sections.

Authors: Burns, Gully A. P. C.¹ gully@usc.edu, Dasigi, Pradeep², de Waard, Anita³, Hovy, Eduard H.²

Source: Database: The Journal of Biological Databases & Curation. 2016, Vol. 2016, p1-12. 12p.

Subject Terms: *CANCER, *NATURAL language processing, *DATA curation, *INFORMATION science, *MOLECULAR biology

A 2012 Workshop: Vaccine and Drug Ontology in the Study of Mechanism and Effect (VDOSME 2012)

Authors: He Yongqun, Toldo Luca, Burns Gully, Tao Cui, Abernethy Darrell R

Source: Journal of Biomedical Semantics, Vol 3, Iss 1, p 12 (2012)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: http://www.jbiomedsem.com/content/3/1/12; https://doaj.org/toc/2041-1480

Access URL: https://doaj.org/article/f5d91e8e88be4173956f6c07f15e8251

Knowledge engineering tools for reasoning with scientific observations and interpretations: a neural connectivity use case

Authors: Bota Mihail, Hovy Eduard H, Ramakrishnan Cartic, Russ Thomas A, Burns Gully APC

Source: BMC Bioinformatics, Vol 12, Iss 1, p 351 (2011)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Biology (General), QH301-705.5

File Description: electronic resource

Relation: http://www.biomedcentral.com/1471-2105/12/351; https://doaj.org/toc/1471-2105

Access URL: https://doaj.org/article/2f963fcff18746c2bd1fbf09af729429

Software engineering tools and approaches for neuroinformatics: the design and implementation of the View-Primitive Data Model framework (VPDMf)

Authors: Burns, Gully A.P.C. ^*, Bian, Fang, Cheng, Wei-Cheng, Kapadia, Shyam, Shahabi, Cyrus, Ghandeharizadeh, Shahram

Source: In Neurocomputing 2002 44:1049-1056

The BD2K Training Coordinating Center's Data Science Education Platform
American Medical Informatics Association (Annual symposium)

Authors: Ambite, Jose-Luis, Fierro, Lily T., Geigl, Florian, Gordon, Jonathan, Burns, Gully A., Lerman, Kristina, Kamdar, Jeana, Stewart, Crystal, Bhattrai, Avnish, Lei, Xiaoyu

Source: AMIA annual symposium. 3:2287-2287

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603390578&indx=1&recIds=ETOCCN603390578

The NeuARt II system: a viewing tool for neuroanatomical data based on published neuroanatomical atlases

Authors: Cheng Wei-Cheng, Thompson Richard H, Burns Gully APC, Swanson Larry W

Source: BMC Bioinformatics, Vol 7, Iss 1, p 531 (2006)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Biology (General), QH301-705.5

File Description: electronic resource

Relation: http://www.biomedcentral.com/1471-2105/7/531; https://doaj.org/toc/1471-2105

Access URL: https://doaj.org/article/22a5ecefa342416783b02c9f9351f1dd

Towards a federated neuroscientific knowledge management system using brain atlases

Authors: Burns, Gully A.P.C. ^*, Stephan, Klaas, Ludäscher, Bertram, Gupta, Amarnath, Kötter, Rolf

Source: In Neurocomputing 2001 38:1633-1641