CLNov 7, 2024

Findings of the IWSLT 2024 Evaluation Campaign

arXiv:2411.05088v138 citationsh-index: 45IWSLT
Originality Synthesis-oriented
AI Analysis

It addresses spoken language translation problems for researchers and practitioners, but is incremental as it documents an annual evaluation campaign.

The paper reports on the IWSLT 2024 shared tasks, which tackled 7 challenges in spoken language translation, including simultaneous translation and low-resource settings, with 18 teams submitting 26 system papers.

This paper reports on the shared tasks organized by the 21st IWSLT Conference. The shared tasks address 7 scientific challenges in spoken language translation: simultaneous and offline translation, automatic subtitling and dubbing, speech-to-speech translation, dialect and low-resource speech translation, and Indic languages. The shared tasks attracted 18 teams whose submissions are documented in 26 system papers. The growing interest towards spoken language translation is also witnessed by the constantly increasing number of shared task organizers and contributors to the overview paper, almost evenly distributed across industry and academia.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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