Replicability Analysis for Natural Language Processing: Testing
Significance with Multiple Datasets

Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets

27 September 2017

Marina Bogomolov

Papers citing "Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets"

13 / 13 papers shown

Title
Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers Harald Semmelrock Tony Ross-Hellauer Simone Kopeinik Dieter Theiler Armin Haberl Stefan Thalmann Dominik Kowald 65 7 0 20 Jun 2024
Reproducibility in Machine Learning-Driven Research Harald Semmelrock Simone Kopeinik Dieter Theiler Tony Ross-Hellauer Dominik Kowald AI4CE 28 15 0 19 Jul 2023
The Ecological Fallacy in Annotation: Modelling Human Label Variation goes beyond Sociodemographics Matthias Orlikowski Paul Röttger Philipp Cimiano Italy 34 26 0 20 Jun 2023
A Two-Sided Discussion of Preregistration of NLP Research Anders Søgaard Daniel Hershcovich Miryam de Lhoneux OnRL AI4CE 35 3 0 20 Feb 2023
BMX: Boosting Natural Language Generation Metrics with Explainability Christoph Leiter Hoang-Quan Nguyen Steffen Eger ELM 24 0 0 20 Dec 2022
Dialect-robust Evaluation of Generated Text Jiao Sun Thibault Sellam Elizabeth Clark Tu Vu Timothy Dozat Dan Garrette Aditya Siddhant Jacob Eisenstein Sebastian Gehrmann 30 19 0 02 Nov 2022
A Siren Song of Open Source Reproducibility Edward Raff Andrew L. Farris 16 9 0 09 Apr 2022
Does the Market of Citations Reward Reproducible Work? Edward Raff HAI CML 20 12 0 08 Apr 2022
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond Amir Feder Katherine A. Keith Emaad A. Manzoor Reid Pryzant Dhanya Sridhar ... Roi Reichart Margaret E. Roberts Brandon M Stewart Victor Veitch Diyi Yang CML 41 235 0 02 Sep 2021
The Benchmark Lottery Mostafa Dehghani Yi Tay A. Gritsenko Zhe Zhao N. Houlsby Fernando Diaz Donald Metzler Oriol Vinyals 42 89 0 14 Jul 2021
Accounting for Variance in Machine Learning Benchmarks Xavier Bouthillier Pierre Delaunay Mirko Bronzi Assya Trofimov Brennan Nichyporuk ... Dmitriy Serdyuk Tal Arbel C. Pal Gaël Varoquaux Pascal Vincent 37 149 0 01 Mar 2021
CogniVal: A Framework for Cognitive Word Embedding Evaluation Nora Hollenstein A. D. L. Torre N. Langer Ce Zhang 38 66 0 19 Sep 2019
Advancing NLP with Cognitive Language Processing Signals Nora Hollenstein Maria Barrett M. Troendle Francesco Bigiolli N. Langer Ce Zhang 25 39 0 04 Apr 2019