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Component-Based Evaluation for Question Answering [chapter]

Teruko Mitamura, Eric Nyberg
2020 Evaluating Information Retrieval and Access Tasks  
We summarize the history of component evaluation for QA and describe more recent work at Carnegie Mellon (on TREC Genomics, BioASQ, and LiveQA datasets) which has descended directly from our experiences  ...  This method was used in the TREC 2005 QA track for evaluating definition questions, and in the TREC 2006-2007 QA tracks for evaluating "other" questions.  ...  Given the goal of building a stateof-the-art QA system for a current dataset (at that time, the TREC Genomics dataset), the CMU team chose to survey and evaluate published approaches (at the level of architecture  ... 
doi:10.1007/978-981-15-5554-1_8 fatcat:3pklke6ulvh7xjlxwxxzctgfue

Comparing citation contexts for information retrieval

Anna Ritchie, Stephen Robertson, Simone Teufel
2008 Proceeding of the 17th ACM conference on Information and knowledge mining - CIKM '08  
There are some limitations to these experiments.  ...  Now that our test collection exists, we can address these issues in our experiments and leave the door open for more extensive experimentation.  ...  documents (the Genomics track).  ... 
doi:10.1145/1458082.1458113 dblp:conf/cikm/RitchieRT08 fatcat:bd4azphahbhj3mrn3gfjvozkhy

Interdisciplinary Nature of Nanoscience: Implications for Education [chapter]

Anna-Leena Kähkönen, Antti Laherto, Anssi Lindell, Suvi Tala
2016 Science Policy Reports  
We know that early interdisciplinary experiences, such as student research, predict future interdisciplinary research paths [28] .  ...  The People That Do Science James Watson, the co-discoverer of the double-helix structure of DNA molecule and a Nobel Prize of medicine winner in 1962 expressed the importance of collaboration as "Nothing  ...  track positions in academia, but the linkage has faded in recent years [75] .  ... 
doi:10.1007/978-3-319-31833-2_2 fatcat:hdtyztvdvzfyxaia2fmxayqhrq

BioCreative II Workshop Proceedings

Lynette, Martin, Alfonso
2007 Zenodo  
IBM Watson 105 Rich Feature Set, Unifi cation of Bidirectional Parsing and Dictionary Filtering for High F-Score Gene Mention Tagging 109 High-Recall Gene Mention Recognition by Unifi cation of Multiple  ...  Fields 93 Gene Mention Recognition Using Lexicon Match Based Two-Layer Support Vector Machines 97 Using Semi-Supervised Techniques to Detect Gene Mentions 101 BioCreative II Gene Mention Tagging System at  ...  We would also like to thank the FLAD Computational Biology Collaboratorium at the Gulbenkian Institute in Oeiras, Portugal, for hosting and providing facilities used to conduct part of this research during  ... 
doi:10.5281/zenodo.4274543 fatcat:3sa3fvgngffjrblxzgswof42tq

Workshop Text Mining Research, Practice and Opportunities

Babis Theodoulidis, Christos Borovets, Bulgaria
2005 unpublished
As it was shown in experiments the results are correspondent to the ones presented at TREC/MUC conferences.  ...  [IBMa] IBM, Text Mining Technology, "Turning Information into Knowledge", a White Paper from IBM.  ... 
fatcat:m7eqzfsh2rgh3bftv5q4mgkgku

Oral Abstracts

2019 American Journal of Transplantation  
Results: PIR-B KO mice (n=6) quickly rejected renal allografts with mean graft survival time 13.2±3.2 days and elevated serum creatinine (SCr) at 1.3±0.7 mg/dl at graft harvest time (10-17 days).  ...  Graft function, survival, and histological changes were monitored and analyzed at time of harvest.  ...  Donor intervention research remains at a standstill until ethical, regulatory, and legal issues are resolved.  ... 
doi:10.1111/ajt.15405 pmid:32745322 fatcat:vtvg2l3g35gqhgpdo66q2qdi3a

Semantic annotation of clini-cal text: The clef corpus

Eric Curea, George Tsatsaronis, Michael Schroeder, Georgios Paliouras, Yannis Almirantis, Ion Androutsopoulos, Eric Gaussier, Patrick Gallinari, Thierry Artieres, Michael Alvers, Matthias Zschunke, Maria Mitrofan (+21 others)
2017 Proceedings of the Biomedical NLP Workshop associated with RANLP 2017   unpublished
Finally, one can also gather textual evidence, using techniques borrowed from cognitive systems such as IBM Watson (Murdock et al., 2012) , exploiting PubMed/MEDLINE itself to derive lexical evidence.  ...  Twenty teams participated in this track, and submitted 49 system runs for evaluation.  ...  Recent ambitious projects aim at the annotation of timelines, in order to enable natural language understanding by discovering events and their relations on a timeline.  ... 
fatcat:z4dkux7tingspnyxebzeokavci

Semantic annotation of clini-cal text: The clef corpus

Eric Curea, George Tsatsaronis, Michael Schroeder, Georgios Paliouras, Yannis Almirantis, Ion Androutsopoulos, Eric Gaussier, Patrick Gallinari, Thierry Artieres, Michael Alvers, Matthias Zschunke, Maria Mitrofan (+21 others)
2017 Proceedings of the Biomedical NLP Workshop associated with RANLP 2017   unpublished
Finally, one can also gather textual evidence, using techniques borrowed from cognitive systems such as IBM Watson (Murdock et al., 2012) , exploiting PubMed/MEDLINE itself to derive lexical evidence.  ...  Twenty teams participated in this track, and submitted 49 system runs for evaluation.  ...  Recent ambitious projects aim at the annotation of timelines, in order to enable natural language understanding by discovering events and their relations on a timeline.  ... 
fatcat:ee5v3e5hjzhgdmfxrwfadvaedi

Reassessing inflectional regularity in Modern Greek conjugation [chapter]

Stavros Bompolas, Franco Alberto Cardillo, Marcello Ferro, Claudia Marzi, Vito Pirrelli
Proceedings of the Third Italian Conference on Computational Linguistics CLiC-it 2016  
This work has been partially supported by the EC project CogNet, 671625 (H2020-ICT-2014-2, Research and Innovation action) and by an IBM Faculty Award.  ...  BIG4H Acknowledgment This has been partially supported by the Erasmus + Traineeship Program 2015/2016 from University of Pavia and the NWO Spinoza Prize project Understanding Language by Machines (sub-track  ...  generate relevant documents for two TREC tracks: the Total Recall track and the Dynamic Domain track.  ... 
doi:10.4000/books.aaccademia.1721 fatcat:6mvr6rntdnhrlgxyqoqrvasc6u

Ontology Population and Concept Search across Ontologies: Challenges and Methodologies

Chetana Gavankar
2017
We performed an evaluation on 102 queries that were obtained from two years of TREC web track competitions 6 . This TREC dataset does not contain singletoken queries.  ...  Semantic Search Approaches Semantic search engines such as Sindice (Tummarello et al., 2007) , Swoogle (Finin et al., 2004; Ding et al., 2005) , and Watson (d'Aquin and Motta, 2011), enable keyword-based  ... 
doi:10.4225/03/59474f646c296 fatcat:obzcfr65znbw7i7dnhu7kabef4

Exact and fast algorithms for mixed-integer nonlinear programming [article]

Ambros M. Gleixner, Technische Universität Berlin, Technische Universität Berlin, Martin Grötschel
2016
The combination of the two disciplines allows us to construct more accurate models of real-world systems, while at the same time it increases the algorithmic challenges that come with solving them.  ...  1 (in 379.8 seconds), watson 2 not be solved by either version.  ...  Operations Research Letters, 33(1):42-54, Jan. 2005.  ... 
doi:10.14279/depositonce-4938 fatcat:25sfzohrujaojdt25qcxjmujcu

Linked Data Supported Information Retrieval

Jörg Waitelonis
2018
The datasets provided by TREC are organized in more than 30 tracks including, for instance, the query answering track, blog track, web track, chemical IR track, terabyte track, federated web search track  ...  The GERBIL experiment can be reviewed at http://gerbil.aksw.org/gerbil/ experiment?id=201604050003.  ... 
doi:10.5445/ir/1000084458 fatcat:ty7c4nnaqrbtne6ifdee7ds3pa