Impact of ASR Transcriptions on French Spoken Coreference Resolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F26%3A39PG6I5V" target="_blank" >RIV/00216208:11320/26:39PG6I5V - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2025.crac-1.8/" target="_blank" >https://aclanthology.org/2025.crac-1.8/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.18653/v1/2025.crac-1" target="_blank" >10.18653/v1/2025.crac-1</a>
Alternative languages
Result language
angličtina
Original language name
Impact of ASR Transcriptions on French Spoken Coreference Resolution
Original language description
This study introduces a new ASR-transcribed coreference corpus for French and explores the transferability of coreference resolution models from human-transcribed to ASR-transcribed data. Given the challenges posed by differences in text characteristics and errors introduced by ASR systems, we evaluate model performance using newly constructed parallel human-ASR silver training and gold validation datasets. Our findings show a decline in performance on ASR data for models trained on manual transcriptions. However, combining silver ASR data with gold manual data enhances model robustness.
Czech name
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Czech description
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Classification
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)
Result continuities
Project
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Continuities
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Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the Eighth Workshop on Computational Models of Reference, Anaphora and Coreference
ISBN
979-8-89176-342-5
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
85-94
Publisher name
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Place of publication
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Event location
Suzhou, China
Event date
Jan 1, 2026
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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