Hexin Liu
Hexin Liu has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Dialogue systems, Speech & spoken language; often with Donghang Wu, Fei Tian, Haoyang Zhang.
OpenAlex · ORCID · h-index 19 · 102 works · 962 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 6 times in our library · ⭐ Paper Stars ranking: #10105
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksSignal Processing · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 5Research subjects and languages the work is about.Language models & pretraining · 2 worksDialogue systems · 1 workReasoning · 1 workSpeech & spoken language · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Chronological Thinking in Full-Duplex Spoken Dialogue Language Models (2026 · 3 citations)
Full-duplex spoken dialogue language models (SDLMs) listen and speak at the same time. While the user talks, though, current systems just emit a stream of silence tokens. This wastes the listening period and may push an autoregressive model toward degenerate repetition. The authors propose CT-SDLM (implemented as… - Step-Audio-R1 Technical Report (2025 · 3 citations)
Audio language models usually perform worse when they reason at length, which runs against the test-time compute scaling seen in text and vision models. - LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech (2026 · 2 citations)
Forced alignment (FA) assigns start and end times to each word or character of a known transcript. Existing aligners such as MFA, NFA, CIF and WhisperX depend on language-specific resources and tend to drift on long recordings. Speech LLMs that generate timestamps token by token can hallucinate and run slowly. The…
Co-authors here
- Donghang Wu ×2
- Fei Tian ×2
- Haoyang Zhang ×2
- Bingshen Mu
- Chen Chen
- Chengyuan Yao
- Gang Yu
- Jin Xu
- Jun Chen
- Lei Xie
- Liang Zhao
- Tianyu Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL): SIGDIAL 2026
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