NLP Community Perspectives on Replicability
暂无分享,去创建一个
Cyril Grouin | Aurélie Névéol | Margot Mieskes | Karën Fort | Margot Mieskes | Aurélie Névéol | Cyril Grouin | Karën Fort | Kevin Cohen | Kevin Cohen | Kevin B. Cohen
[1] K. Bretonnel Cohen,et al. Replicability of Research in Biomedical Natural Language Processing: a pilot evaluation for a coding task , 2016, Louhi@EMNLP.
[2] Margot Mieskes,et al. A Quantitative Study of Data in the NLP community , 2017, EthNLP@EACL.
[3] Ted Pedersen,et al. Empiricism Is Not a Matter of Faith , 2008, Computational Linguistics.
[4] K. Bretonnel Cohen,et al. Reproducibility in Biomedical Natural Language Processing , 2017, AMIA.
[5] Maria Liakata,et al. Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances , 2018, J. Biomed. Informatics.
[6] L. Mbuagbaw,et al. A systematic scoping review of adherence to reporting guidelines in health care literature , 2013, Journal of multidisciplinary healthcare.
[7] Pearl Brereton,et al. Reproducibility of studies on text mining for citation screening in systematic reviews: Evaluation and checklist , 2017, J. Biomed. Informatics.
[8] Yutaka Matsuo,et al. Replication issues in syntax-based aspect extraction for opinion mining , 2017, EACL.
[9] Paul Rayson,et al. Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis , 2018, COLING.
[10] D. Moher,et al. Interventions to improve adherence to reporting guidelines in health research: a scoping review protocol , 2017, BMJ Open.
[11] Murhaf Fares,et al. Word vectors, reuse, and replicability: Towards a community repository of large-text resources , 2017, NODALIDA.
[12] K. Bretonnel Cohen,et al. Three Dimensions of Reproducibility in Natural Language Processing , 2018, LREC.
[13] Rotem Dror,et al. Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets , 2017, TACL.
[14] Antske Fokkens,et al. Offspring from Reproduction Problems: What Replication Failure Teaches Us , 2013, ACL.
[15] Torsten Zesch,et al. Do LSTMs really work so well for PoS tagging? – A replication study , 2017, EMNLP.
[16] Adam Kilgarriff,et al. 95% Replicability for Manual Word Sense Tagging , 1999, EACL.
[17] Sandra Kübler,et al. Towards Replicability in Parsing , 2017, RANLP.
[18] Gertjan van Noord,et al. Squib: Reproducibility in Computational Linguistics: Are We Willing to Share? , 2018, CL.