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🔍 "BERT"

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SA
Sara Ahmed
· MIT
Mar 2, 2026
Announcement
Deep Learning Research Update: BERT Fine-tuning for Scientific Text

Sharing our latest results on fine-tuning BERT-base for scientific literature classification. We achieved 94.2% accuracy on the SciPaper benchmark, improving over the baseline by 6.8%. Key findings:

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📚 From Affiliated Journals
📚 Journal Paper cancer gene therapy 📊 39 citations Mar 1999
Use of L-plastin promoter to develop an adenoviral system that confers transgene expression in ovarian cancer cells but not in normal mesothelial cells
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Injae Chung, Peter E Schwartz, Ronald G Crystal, Giuseppe Pizzorno +2 more
DOI 10.1038/sj.cgt.7700017 Vol. 6 Issue 2
📚 Journal Paper cancer gene therapy 📊 30 citations Mar 1999
Coacervate microspheres as carriers of recombinant adenoviruses
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Subramanian Kalyanasundaram, Sharon Feinstein, Jennifer P Nicholson, Kam W Leong +1 more
DOI 10.1038/sj.cgt.7700025 Vol. 6 Issue 2
📚 Journal Paper cancer gene therapy 📊 50 citations Jan 1999
Preclinical development of human granulocyte-macrophage colony-stimulating factor-transfected melanoma cell vaccine using established canine cell lines and normal dogs
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G S Hogge, J K Burkholder, J Culp, M R Albertini +3 more
DOI 10.1038/sj.cgt.7700015 Vol. 6 Issue 1
📚 Journal Paper cancer gene therapy 📊 53 citations Jan 1999
Induction of tumor antigen-specific immunity using plasmid DNA immunization in mice
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Thomas Tüting, Andrea Gambotto, Albert DeLeo, Michael T Lotze +2 more
DOI 10.1038/sj.cgt.7700020 Vol. 6 Issue 1
📚 Journal Paper cancer gene therapy 📊 9 citations Apr 2000
The potential of acetaminophen as a prodrug in gene-directed enzyme prodrug therapy
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Natalie J Thatcher, Robert J Edwards, Nicholas R Lemoine, Johannes Doehmer +1 more
DOI 10.1038/sj.cgt.7700165 Vol. 7 Issue 4
📚 Journal Paper cancer gene therapy 📊 15 citations Apr 2000
Combined chemotherapy of murine mammary tumors by local activation of the prodrugs ifosfamide and 5-fluorocytosine
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Thomas Kammertoens, Wolfgang Gelbmann, Peter Karle, Klemens Alton +4 more
DOI 10.1038/sj.cgt.7700139 Vol. 7 Issue 4
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