Tianle Liang
Tianle Liang has 2 papers in our library, in 2026, most of them on Dialogue systems; often with Yifu Chen, Zhou Zhao, Changhao Pan.
OpenAlex · ORCID · h-index 0 · 18 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 4 times in our library · ⭐ Paper Stars ranking: #10769
Affiliations
🎓Zhejiang UniversityHangzhou ·
China2026 · 13 papers🎓China University of Petroleum, BeijingBeijing ·
China2026 · 4 papers🎓Xiamen UniversityXiamen ·
China2026 · 2 papers🎓Jilin UniversityChangchun ·
China2026 · 1 paper
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Dialogue systems · 2 works
Works by year
2020s
Papers
- Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue Models (2026 · 4 citations)
Full-duplex spoken dialogue models (SDMs) must decide both what to say and when to say it. Reinforcement learning could improve this, but current automatic metrics make poor rewards. Timing-oracle proxies, event counts and metric suites each capture only part of interaction quality, and human ratings are expensive… - SDiaReward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness (2026)
End-to-end spoken dialogue systems need reward signals that go beyond text semantics. The authors identify two weaknesses in current evaluators. The first is a modality gap: prosody, emotion and channel cues are invisible to text-based judges. The second is a colloquialness gap: written-style replies sound scripted…
Co-authors here
- Yifu Chen ×2
- Zhou Zhao ×2
- Changhao Pan
- Chenyuhao Wen
- Qian Chen
- Shengpeng Ji
- Wen Wang
- Xize Cheng
- Yuhan Wang
- Ziqing Wang
Venues
Cited by
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