CodeBERT: A Pre-Trained Model for Programming and Natural Languages
EMNLP'20, 2020. [All Versions]. Completing code, generating programming documentation, and providing technical support, making programming knowledge more accessible to non-experts.
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SciBERT: A Pretrained Language Model for Scientific Text aclanthology.org
EMNLP'19, 2019. [All Versions]. Searching and synthesizing scientific literature, aiding researchers in hypothesis generation, and assisting with experimental design, making scientific knowledge more accessible.
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BioBERT github.com
paper - code - A PubMed and PubMed Central-trained version of the BERT language model.
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Leveraging Language for Abstraction and Program Search vigilworkshop.github.io
ICML'20, 2020. [All Versions].
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cl-nlp github.com
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DreamCoder: growing generalizable, interpretable knowledge with wake–sleep Bayesian program learning royalsocietypublishing.org
Philosophical Transactions of the Royal Society A, 2023. [All Versions]. [Preprint]. This paper presents DreamCoder, a system that learns to solve problems by writing programs. It builds expertise by creating domain-specific programming languages for expressing domain concepts…
AGI & CoCoSci › Papers > Science Logology > AI Assisted Research: “EMNLP'20, 2020. [All Versions]. Completing code, generating programming documentation, and providing technical support, making programming knowledge more accessible to non-experts.”