Findings of EMNLP 2025 — GASE and sign-language translation evaluation

Two Findings of EMNLP 2025 papers: generatively augmented sentence encoding (GASE), and rethinking sign-language translation evaluation under signer dependence.

Peer-reviewed publication · 2025 · Host: EMNLP 2025 · Suzhou, China

Why it mattered

Peer-reviewed papers at *ACL venues in evaluation science and multilingual AI.

Scientific / professional contribution

New methods for sentence encoding and for fairer evaluation of sign-language translation.

Connected records

• Research theme Evaluation Science & LLM-as-a-Judge
• Related publication GASE: Generatively Augmented Sentence Encoding — Findings of the Association for Computational Linguistics: EMNLP 2025, 2025
• Milestone Findings of EMNLP 2025 — GASE and sign-language translation evaluation
• Collaborators Manuel Frank

Related research

• EACL 2026 — PTEB: robust text-embedding evaluation — Peer-reviewed publication
• EACL 2026 — PTEB: robust text-embedding evaluation — milestone

Compiled from verified records (publications, projects, news and profile) on 2026-09-17. Part of the research journey · timeline.