Papers by Keith Suderman
Bridging the LAPPS Grid and CLARIN (L18-1)
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Erhard Hinrichs, Nancy Ide, James Pustejovsky, Jan Hajič, Marie Hinrichs, Mohammad Fazleh Elahi, Keith Suderman, Marc Verhagen, Kyeongmin Rim, Pavel Straňák, Jozef Mišutka
| Challenge: | The LAPPS-CLARIN project is creating a "trust network" between the Language Applications Grid and WebLicht workflow engine . the goal is to allow users on one side of the bridge to gain appropriately authenticated access to the other . |
| Approach: | The LAPPS-CLARIN project is creating a "trust network" between the Language Applications Grid and WebLicht workflow engine hosted by the CLARIN-D Center in Tübingen. |
| Outcome: | The LAPPS-CLARIN project is creating a "trust network" between the Language Applications (LAPPS) Grid and the WebLicht workflow engine hosted by the CLARIN-D Center in Tübingen. |
Evaluating Retrieval for Multi-domain Scientific Publications (2022.lrec-1)
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Nancy Ide, Keith Suderman, Jingxuan Tu, Marc Verhagen, Shanan Peters, Ian Ross, John Lawson, Andrew Borg, James Pustejovsky
| Challenge: | a new framework for retrieval and mining of scientific publications is being developed . the AskMe retrieval engine is a bridge between xDD's publication database and the LAPPS Grid suite of NLP tools. |
| Approach: | They evaluate AskMe retrievalengine using BEIR benchmark datasets . they aim to determine when and why certain approaches perform well on in-domain and out-of-domain data. |
| Outcome: | The AskMe retrieval engine performs well on both in-domain and out-of-domain data. |
Infrastructure for Semantic Annotation in the Genomics Domain (2020.lrec-1)
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Mahmoud El-Haj, Nathan Rutherford, Matthew Coole, Ignatius Ezeani, Sheryl Prentice, Nancy Ide, Jo Knight, Scott Piao, John Mariani, Paul Rayson, Keith Suderman
| Challenge: | a novel infrastructure for biomedical text mining combines NLP and corpus linguistics methods to provide a comprehensive corpus for literature-based discovery. |
| Approach: | They propose a novel pipeline for the collection, annotation, storage, retrieval and analysis of biomedical and life sciences literature . it uses an updatable Gene Ontology Semantic Tagger and a NLP pipeline scheduler to collect and process the corpus. |
| Outcome: | The proposed infrastructure allows for extreme-scale research on the open access PubMed Central archive. |
Mining Biomedical Publications With The LAPPS Grid (L18-1)
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| Challenge: | Natural language processing (NLP) text mining can increase productivity and innovation in the sciences by orders of magnitude. |
| Approach: | The Language Applications Grid is an infrastructure for rapid development of natural language processing applications (NLP) it provides an intuitive and easy-to-use platform for users to exploit NLP tools and resources . the Grid integrates the services and resources provided by PubAnnotation to greatly enhance the user's ability to annotate scientific publications . |
| Outcome: | The Language Applications (LAPPS) Grid is an infrastructure for rapid development of natural language processing applications (NLP) it integrates services and resources provided by PubAnnotation to greatly enhance user's ability to annotate scientific publications and share the results. |