Search Results for author: Zhi Hong

Found 5 papers, 3 papers with code

Combining Language and Graph Models for Semi-structured Information Extraction on the Web

no code implementations21 Feb 2024 Zhi Hong, Kyle Chard, Ian Foster

Relation extraction is an efficient way of mining the extraordinary wealth of human knowledge on the Web.

Language Modelling Relation +1

The Diminishing Returns of Masked Language Models to Science

no code implementations23 May 2022 Zhi Hong, Aswathy Ajith, Gregory Pauloski, Eamon Duede, Kyle Chard, Ian Foster

Transformer-based masked language models such as BERT, trained on general corpora, have shown impressive performance on downstream tasks.

Language Modelling

AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text

1 code implementation12 Jan 2021 Zhi Hong, J. Gregory Pauloski, Logan Ward, Kyle Chard, Ben Blaiszik, Ian Foster

Researchers worldwide are seeking to repurpose existing drugs or discover new drugs to counter the disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).

named-entity-recognition Named Entity Recognition +1

Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release

1 code implementation28 May 2020 Yadu Babuji, Ben Blaiszik, Tom Brettin, Kyle Chard, Ryan Chard, Austin Clyde, Ian Foster, Zhi Hong, Shantenu Jha, Zhuozhao Li, Xuefeng Liu, Arvind Ramanathan, Yi Ren, Nicholaus Saint, Marcus Schwarting, Rick Stevens, Hubertus van Dam, Rick Wagner

Researchers across the globe are seeking to rapidly repurpose existing drugs or discover new drugs to counter the the novel coronavirus disease (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).

BIG-bench Machine Learning

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