Simon Tong

4 papers · 2001–2024 · 4 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🌍 Conference Polyglot · Bronze

🌱 Topic Pioneer 👥 Mega-Team · Squad 🧭 Keyword Pioneer 📈 Trend Setter

Venues

AAAI (1) ICML (1) JMLR (1) NAACL (1)

Top co-authors

zhifeng Chen (1) Jared Lichtarge (1) Claire Cui (1) Kellie Webster (1) Yanping Huang (1) Zongwei Zhou (1) Kun Zhang (1) Dmitry Lepikhin (1) Maxim Krikun (1) Adams Wei Yu (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Application Areas (2) Applications (2) Learning Types (2) Resources & Methods (2) Core Methods (1) Generation (1) Optimization & Theory (1)

Keywords

active learning (1) text classification (1) grammatical error correction (1) parallel corpus (1) instruction tuning (1) version space (1) support vector machine (1) reward model (1) mixture of expert (1) sparse activation (1) noise injection (1) parameter efficiency (1) chain-of-thought prompting (1) pool-based active learning (1) text rewriting (1) round-trip translation (1) corpus generation (1) few-shot performance (1) cross-sentence rewriting (1) efficient scaling (1)

Papers

RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting AAAI 2024 GLaM: Efficient Scaling of Language Models with Mixture-of-Experts ICML 2022 Corpora Generation for Grammatical Error Correction NAACL 2019 Support Vector Machine Active Learning with Applications to Text Classification JMLR 2001