Isaac Caswell
17 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (12)
🐝
Cross-Pollinator
(12)
🗺️
Taxonomy Completionist
(28)
🔬
Deep Specialist
(14)
🌱
Topic Pioneer
👥
Mega-Team
(27)
⚡
Prolific Year
(5)
💎
Century Club
(17)
🗃️
Keyword Collector
(83)
📈
Trend Setter
Conferences
EMNLP (8)
ACL (5)
COLING (2)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
low-resource language
(6)
neural machine translation
(6)
machine translation
(5)
transfer learning
(3)
large language model
(2)
translation quality
(2)
representation learning
(2)
multilingual neural machine translation
(2)
parallel datum
(2)
cross-lingual transfer
(2)
domain adaptation
(2)
multilingual model
(2)
curriculum learning
(2)
multilingual dataset
(2)
singular value canonical correlation analysis
(2)
data selection
(2)
parallel corpus
(1)
text generation
(1)
multilingual translation
(1)
benchmark evaluation
(1)
Papers
Findings of the WMT 2025 Shared Task of the Open Language Data Initiative
EMNLP 2025
Google Translate’s Research Submission to WMT2025
EMNLP 2025
SMOL: Professionally Translated Parallel Data for 115 Under-represented Languages
EMNLP 2025
Connecting Language Technologies with Rich, Diverse Data Sources Covering Thousands of Languages
COLING 2024
Separating the Wheat from the Chaff with BREAD: An open-source benchmark and metrics to detect redundancy in text
EMNLP 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
NIPS 2023
GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation
EMNLP 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
EMNLP 2023
Learning a Multi-Domain Curriculum for Neural Machine Translation
ACL 2020
BLEU might be Guilty but References are not Innocent
EMNLP 2020
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus
COLING 2020
Translationese as a Language in “Multilingual” NMT
ACL 2020
Investigating Multilingual NMT Representations at Scale
IJCNLP 2019
Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation
ACL 2019
APE at Scale and Its Implications on MT Evaluation Biases
ACL 2019
Tagged Back-Translation
ACL 2019
Investigating Multilingual NMT Representations at Scale
EMNLP 2019