Search Results for author: Michael J. Kurtz

Found 7 papers, 0 papers with code

Improving astroBERT using Semantic Textual Similarity

no code implementations29 Nov 2022 Felix Grezes, Thomas Allen, Sergi Blanco-Cuaresma, Alberto Accomazzi, Michael J. Kurtz, Golnaz Shapurian, Edwin Henneken, Carolyn S. Grant, Donna M. Thompson, Timothy W. Hostetler, Matthew R. Templeton, Kelly E. Lockhart, Shinyi Chen, Jennifer Koch, Taylor Jacovich, Pavlos Protopapas

The NASA Astrophysics Data System (ADS) is an essential tool for researchers that allows them to explore the astronomy and astrophysics scientific literature, but it has yet to exploit recent advances in natural language processing.

Astronomy Language Modelling +1

Building astroBERT, a language model for Astronomy & Astrophysics

no code implementations1 Dec 2021 Felix Grezes, Sergi Blanco-Cuaresma, Alberto Accomazzi, Michael J. Kurtz, Golnaz Shapurian, Edwin Henneken, Carolyn S. Grant, Donna M. Thompson, Roman Chyla, Stephen McDonald, Timothy W. Hostetler, Matthew R. Templeton, Kelly E. Lockhart, Nemanja Martinovic, Shinyi Chen, Chris Tanner, Pavlos Protopapas

The existing search tools for exploring the NASA Astrophysics Data System (ADS) can be quite rich and empowering (e. g., similar and trending operators), but researchers are not yet allowed to fully leverage semantic search.

Astronomy Language Modelling +3

Advice from the Oracle: Really Intelligent Information Retrieval

no code implementations2 Jan 2018 Michael J. Kurtz

Essentially this is asking what is intelligence, in this article I will attempt to show some of the aspects of human intelligence, as related to information retrieval.

Information Retrieval Retrieval +1

Multilingual Topic Models

no code implementations18 Dec 2017 Kriste Krstovski, Michael J. Kurtz, David A. Smith, Alberto Accomazzi

Scientific publications have evolved several features for mitigating vocabulary mismatch when indexing, retrieving, and computing similarity between articles.

Topic Models

Cannot find the paper you are looking for? You can Submit a new open access paper.