Siyin Wang
Siyin Wang has 3 papers in our library, in 2025, most of them on Reasoning, Dialogue systems, Information retrieval & search; often with Xipeng Qiu, Changtai Zhu, Chao Zhang.
OpenAlex · ORCID · h-index 6 · 49 works · 170 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #8169
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 workSignal Processing · 1 work
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 3 worksVision & language · 1 workDialogue systems · 1 workInformation retrieval & search · 1 work
Works by year
2020s
Papers
- ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning (2025 · 13 citations)
In conversational search, user queries often depend on earlier turns. They may leave things out, be vague, or refer back to prior context. Conversational Query Reformulation (CQR) rewrites such queries into stand-alone versions that a standard retriever can handle. Earlier CQR systems learned from rewrites written by… - VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search (2025 · 13 citations)
Large vision-language models (LVLMs) still struggle with geometry problems and spatial navigation. People handle such tasks by sketching, checking intermediate pictures and trying alternative routes. Earlier multimodal "slow thinking" methods either reason purely in text over a fixed input image or add visual help… - QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions (2025 · 12 citations)
Automatic speech quality assessment usually outputs a single number, typically a predicted MOS, which gives no explanation of why a sample sounds good or bad.
Co-authors here
- Xipeng Qiu ×2
- Changtai Zhu
- Chao Zhang
- Dacheng Tao
- Jun Zhang
- Junichi Yamagishi
- Liang Ding
- Lu Lu
- Qinyuan Cheng
- Qipeng Guo
- Wenyi Yu
- Xianzhao Chen
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025 ×2
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
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