Ruohong Zhang
Ruohong Zhang has 3 papers in our library, in 2023–2025, most of them on Language models & pretraining, Vision & language, Reasoning; often with Yiming Yang, Yonatan Bisk, Zhiqing Sun.
OpenAlex · h-index 6 · 15 works · 234 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 189 times in our library · ⭐ Paper Stars ranking: #5580
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 worksPsychology · 1 workSocial Psychology · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents (2023 · 138 citations)
Benchmarks for social intelligence in AI are mostly static, and existing interactive setups tend to cover narrow tasks or lack diverse, goal-driven behavior. - Improve Vision Language Model Chain-of-thought Reasoning (2025 · 42 citations)
Most training data for vision language models (VLMs) pairs images with very brief answers and little explanation. The authors show that this limits chain-of-thought (CoT) ability. Fine-tuning on short ChartQA answers improved direct prediction but barely changed CoT accuracy. - Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward (2025 · 32 citations)
Preference optimization methods like DPO help align language models, but they are hard to use for video LMMs.
Co-authors here
- Yiming Yang ×2
- Yonatan Bisk ×2
- Zhiqing Sun ×2
- Alexander G. Hauptmann
- Bowen Zhang
- Chunyuan Li
- Daniel Fried
- Graham Neubig
- Hao Zhu
- Haofei Yu
- Louis-Philippe Morency
- Maarten Sap
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
Cited by
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