Yiben Yang
Yiben Yang has 2 papers in our library, in 2018–2020, most of them on Reasoning; often with Doug Downey, Ji-Ping Wang, Chaitanya Malaviya.
OpenAlex · ORCID · h-index 7 · 15 works · 230 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 101 times in our library · ⭐ Paper Stars ranking: #6401
Affiliations
🏥Children's Hospital of Suzhou UniversitySuzhou ·
China2026 · 1 paper🎓Soochow UniversitySuzhou ·
China2026 · 1 paper🏥The University of Texas Southwestern Medical CenterDallas ·
United States2026 · 1 paper🎓Northwestern UniversityEvanston ·
United States2018–2022 · 9 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
2010s
Papers
- Generative Data Augmentation for Commonsense Reasoning (2020 · 198 citations)
High-performing commonsense reasoning models depend on large crowdsourced training sets. These are expensive to build and often contain annotation artifacts that models exploit. The authors propose G-DAUG^c, which expands small training sets with synthetic multiple-choice items produced by finetuned pretrained… - Extracting Commonsense Properties from Embeddings with Limited Human Guidance (2018 · 31 citations)
The paper addresses how to learn commonsense comparisons between objects along one property, such as whether one thing is heavier or rounder than another.
Co-authors here
- Doug Downey ×2
- Ji-Ping Wang ×2
- Chaitanya Malaviya
- Chandra Bhagavatula
- Jared Fernandez
- Larry Birnbaum
- Ronan Le Bras
- Swabha Swayamdipta
- Yejin Choi
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2018
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2020
Cited by
Updated
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