ReproHum #0669-08: Reproducing Sentiment Transfer Evaluation

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3A10511639" target="_blank" >RIV/00216208:11320/25:10511639 - isvavai.cz</a>

Result on the web

<a href="https://aclanthology.org/2025.gem-1.55/" target="_blank" >https://aclanthology.org/2025.gem-1.55/</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

ReproHum #0669-08: Reproducing Sentiment Transfer Evaluation

Original language description

We describe a reproduction of a human annotation experiment that was performed to evaluate the effectiveness of text style transfer systems (Reif et al., 2022). Despite our efforts to closely imitate the conditions of the original study, the results obtained differ significantly from those in the original study. We perform a statistical analysis of the results obtained, discuss the sources of these discrepancies in the study design, and quantify reproducibility. The reproduction followed the common approach to reproduction adopted by the ReproHum project (Belz et al., 2025).

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2025

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM²)

ISBN

979-8-89176-261-9

ISSN

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e-ISSN

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Number of pages

8

Pages from-to

601-608

Publisher name

Association for Computational Linguistics

Place of publication

Kerrville, TX, USA

Event location

Wien, Austria

Event date

Jul 27, 2025

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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