Qian Chen
Qian Chen has 6 papers in our library, in 2018–2026, most of them on Language models & pretraining, Dialogue systems, Multilingual & cross-lingual NLP; often with Wen Wang, Shengpeng Ji, Siqi Zheng.
OpenAlex · h-index 1 · 9 works · 3 citations OpenAlex, 2026-10-14
📄 6 works in our library · 🔗 Cited 94 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4558
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 6 worksComputer Science · 6 worksArtificial Intelligence · 6 worksLanguage and Linguistics · 6 worksComputer Vision and Pattern Recognition · 2 worksSignal Processing · 3 works
🧭 Topics 5Research subjects and languages the work is about.Reasoning · 1 workLanguage models & pretraining · 1 workBias, fairness & safety · 1 workDialogue systems · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
2010s
Papers
- Neural Natural Language Inference Models Enhanced with External Knowledge (2018 · 315 citations)
Neural NLI systems are usually trained end to end, with the implicit assumption that annotated corpora such as SNLI and MultiNLI contain all the inference knowledge a model needs. - OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation (2025 · 27 citations)
Full-duplex voice assistants must listen and speak at the same time and cope with interruptions, overlapping speech and backchannels. - ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control (2025 · 10 citations)
Text-to-speech systems have usually offered one of two abilities. Zero-shot models can copy an unseen speaker's voice but cannot change how that voice speaks. Style-controllable models follow textual style descriptions but cannot reproduce a chosen speaker's timbre. ControlSpeech combines both. It takes three inputs… - LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint (2025 · 5 citations)
Combining several fine-tuned LLMs into one through training-free model merging tends to weaken safety. The merged model gains skills such as math or coding but becomes more willing to produce harmful output. The authors trace this to two causes. First, existing methods pick neurons by parameter magnitude, which… - 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… - UniVocal: Unified Speech-Singing Code-Switching Synthesis (2026)
The paper introduces Speech-Singing Code-Switching (SCS) Synthesis. In this task, a single generated utterance moves between talking and singing, and the text alone decides where the switches happen. Existing systems either produce only one mode or, like Bark, need explicit switching tags. The authors present…
All works
- Neural Natural Language Inference Models Enhanced with External KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, et al.2018 · 315 citations
- OmniFlatten: An End-to-end GPT Model for Seamless Voice ConversationAnnual Meeting of the Association for Computational Linguistics (ACL)Qinglin Zhang, Luyao Cheng, Chong Deng, et al.2025 · 27 citations
- ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style ControlAnnual Meeting of the Association for Computational Linguistics (ACL)Shengpeng Ji, Qian Chen, Wen Wang, et al.2025 · 10 citations
- LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-DisjointAnnual Meeting of the Association for Computational Linguistics (ACL)Qianli Ma, Dongrui Liu, Qian Chen, et al.2025 · 5 citations
- Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yifu Chen, Shengpeng Ji, Zhengqing Liu, et al.2026 · 4 citations
- UniVocal: Unified Speech-Singing Code-Switching SynthesisAnnual Meeting of the Association for Computational Linguistics (ACL)YuFei Shi, Qian Chen, Wen Wang, et al.2026
- GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHao-Xiang Xu et al.2026
Co-authors here
- Wen Wang ×4
- Shengpeng Ji ×2
- Siqi Zheng ×2
- Zhen-Hua Ling ×2
- Zhou Zhao ×2
- Chong Deng
- Diana Inkpen
- Dongrui Liu
- Jing Shao
- Linfeng Zhang
- Qianli Ma
- Shiliang Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×7: ACL 2026 ×2, ACL 2025 ×3, ACL 2018
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/qian-chen/