FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136711709> ?p ?o ?g. }

• W3136711709 endingPage "e0248663" @default.
• W3136711709 startingPage "e0248663" @default.
• W3136711709 abstract "Measuring semantic similarity between sentences is a significant task in the fields of Natural Language Processing (NLP), Information Retrieval (IR), and biomedical text mining. For this reason, the proposal of sentence similarity methods for the biomedical domain has attracted a lot of attention in recent years. However, most sentence similarity methods and experimental results reported in the biomedical domain cannot be reproduced for multiple reasons as follows: the copying of previous results without confirmation, the lack of source code and data to replicate both methods and experiments, and the lack of a detailed definition of the experimental setup, among others. As a consequence of this reproducibility gap, the state of the problem can be neither elucidated nor new lines of research be soundly set. On the other hand, there are other significant gaps in the literature on biomedical sentence similarity as follows: (1) the evaluation of several unexplored sentence similarity methods which deserve to be studied; (2) the evaluation of an unexplored benchmark on biomedical sentence similarity, called Corpus-Transcriptional-Regulation (CTR); (3) a study on the impact of the pre-processing stage and Named Entity Recognition (NER) tools on the performance of the sentence similarity methods; and finally, (4) the lack of software and data resources for the reproducibility of methods and experiments in this line of research. Identified these open problems, this registered report introduces a detailed experimental setup, together with a categorization of the literature, to develop the largest, updated, and for the first time, reproducible experimental survey on biomedical sentence similarity. Our aforementioned experimental survey will be based on our own software replication and the evaluation of all methods being studied on the same software platform, which will be specially developed for this work, and it will become the first publicly available software library for biomedical sentence similarity. Finally, we will provide a very detailed reproducibility protocol and dataset as supplementary material to allow the exact replication of all our experiments and results." @default.
• W3136711709 created "2021-03-29" @default.
• W3136711709 creator A5002392851 @default.
• W3136711709 creator A5017549411 @default.
• W3136711709 creator A5071911537 @default.
• W3136711709 date "2021-03-24" @default.
• W3136711709 modified "2023-09-27" @default.
• W3136711709 title "Protocol for a reproducible experimental survey on biomedical sentence similarity" @default.
• W3136711709 cites W1816823725 @default.
• W3136711709 cites W1859313536 @default.
• W3136711709 cites W1964749280 @default.
• W3136711709 cites W1967860099 @default.
• W3136711709 cites W1980885411 @default.
• W3136711709 cites W2012179416 @default.
• W3136711709 cites W2022470916 @default.
• W3136711709 cites W2025365931 @default.
• W3136711709 cites W2043481183 @default.
• W3136711709 cites W2045929671 @default.
• W3136711709 cites W2062908157 @default.
• W3136711709 cites W2064299012 @default.
• W3136711709 cites W2064749593 @default.
• W3136711709 cites W2081580037 @default.
• W3136711709 cites W2082815071 @default.
• W3136711709 cites W2087739686 @default.
• W3136711709 cites W2104148262 @default.
• W3136711709 cites W2113142309 @default.
• W3136711709 cites W2121184547 @default.
• W3136711709 cites W2122402213 @default.
• W3136711709 cites W2123442489 @default.
• W3136711709 cites W2126400076 @default.
• W3136711709 cites W2127241285 @default.
• W3136711709 cites W2133458109 @default.
• W3136711709 cites W2146089916 @default.
• W3136711709 cites W2147994374 @default.
• W3136711709 cites W2159583324 @default.
• W3136711709 cites W2162130683 @default.
• W3136711709 cites W2165979181 @default.
• W3136711709 cites W2170682101 @default.
• W3136711709 cites W2175779775 @default.
• W3136711709 cites W2250539671 @default.
• W3136711709 cites W2374459179 @default.
• W3136711709 cites W2396881363 @default.
• W3136711709 cites W2404369708 @default.
• W3136711709 cites W2431100065 @default.
• W3136711709 cites W2461338233 @default.
• W3136711709 cites W2462305634 @default.
• W3136711709 cites W2463573432 @default.
• W3136711709 cites W2515248967 @default.
• W3136711709 cites W2582146834 @default.
• W3136711709 cites W2589657480 @default.
• W3136711709 cites W2594902929 @default.
• W3136711709 cites W2605035112 @default.
• W3136711709 cites W2605218377 @default.
• W3136711709 cites W2735784619 @default.
• W3136711709 cites W2752127475 @default.
• W3136711709 cites W2753924560 @default.
• W3136711709 cites W2756150416 @default.
• W3136711709 cites W2771521924 @default.
• W3136711709 cites W2783800533 @default.
• W3136711709 cites W2891177506 @default.
• W3136711709 cites W2891469329 @default.
• W3136711709 cites W2900758626 @default.
• W3136711709 cites W2906083215 @default.
• W3136711709 cites W2911338114 @default.
• W3136711709 cites W2911489562 @default.
• W3136711709 cites W2911964244 @default.
• W3136711709 cites W2912737652 @default.
• W3136711709 cites W2915895751 @default.
• W3136711709 cites W2922382144 @default.
• W3136711709 cites W2938568946 @default.
• W3136711709 cites W2940542551 @default.
• W3136711709 cites W2944400536 @default.
• W3136711709 cites W2952756500 @default.
• W3136711709 cites W2962739339 @default.
• W3136711709 cites W2963491049 @default.
• W3136711709 cites W2963716420 @default.
• W3136711709 cites W2964301648 @default.
• W3136711709 cites W2964922231 @default.
• W3136711709 cites W2970220395 @default.
• W3136711709 cites W2970771982 @default.
• W3136711709 cites W2971258845 @default.
• W3136711709 cites W2982424689 @default.
• W3136711709 cites W2982544799 @default.
• W3136711709 cites W2989802345 @default.
• W3136711709 cites W2990247233 @default.
• W3136711709 cites W2990536557 @default.
• W3136711709 cites W3009459039 @default.
• W3136711709 cites W3015916048 @default.
• W3136711709 cites W3017463390 @default.
• W3136711709 cites W3020931369 @default.
• W3136711709 cites W3024922541 @default.
• W3136711709 cites W3080429061 @default.
• W3136711709 cites W3089770881 @default.
• W3136711709 cites W3093814160 @default.
• W3136711709 cites W3104033643 @default.
• W3136711709 cites W3104059174 @default.
• W3136711709 cites W3209302286 @default.
• W3136711709 cites W611541532 @default.

• next