Livia Qian
Livia Qian has 2 papers in our library, in 2026, most of them on Language models & pretraining, Dialogue systems, Speech & spoken language; often with Gabriel Skantze, Richard Johansson.
OpenAlex · ORCID · h-index 1 · 13 works · 2 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksDialogue systems · 1 workSpeech & spoken language · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning (2026)
Backchannels such as 'mhm', 'yeah' or 'wow' are brief listener responses. Their meaning depends on both the word chosen and how it is said. Most computational work predicts when they occur, not which form fits a given moment. Qian and Skantze build a two-stage system for that second problem. - Do Factual Recall Mechanisms Carry over from Text to Speech in Multimodal Language Models? (2026)
Speech language models built on top of text LLMs can answer factual questions from audio. It is unclear whether they do this by reusing the knowledge-retrieval circuitry of their text backbone. This paper tests that question on SpiritLM, which feeds interleaved HuBERT speech tokens and Llama 2 text tokens into a…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Joint Conference on Lexical and Computational Semantics (*SEM): *SEM 2026
Updated
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