Steven Y. Guo
Steven Y. Guo has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Speech & spoken language, Reasoning; often with Xiaoqi Jiao, Anningzhe Gao, Helen Meng.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 37 times in our library · ⭐ Paper Stars ranking: #7255
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksSpeech & spoken language · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Recent Advances in Speech Language Models: A Survey (2025 · 69 citations)
Voice assistants are often built as a cascade of three systems: speech recognition, a text LLM, and speech synthesis (the "ASR + LLM + TTS" pipeline). - Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm (2025 · 5 citations)
Picking a compact, high-value subset of instruction data can cut supervised fine-tuning (SFT) costs for LLMs. - UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment (2026)
Speech generation is still judged mostly through human ratings such as MOS, which are costly, subjective and hard to reproduce.
Co-authors here
- Xiaoqi Jiao ×2
- Anningzhe Gao
- Helen Meng
- Irwin King
- Jinpeng Hu
- Wenqian Cui
- Xiang Wan
- Xixin Wu
- Yayue Deng
- Yuhao Du
- Zhiyong Wu
- Zhuo Li
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026, ACL 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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