Ziang Xiao
Ziang Xiao has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining; often with Adam Trischler, Alessandro Sordoni, Amanda Cercas Curry.
OpenAlex · ORCID · Wikidata · h-index 17 · 72 works · 1,381 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 18 times in our library · ⭐ Paper Stars ranking: #8799
Affiliations
🎓Johns Hopkins UniversityBaltimore ·
United States2023–2026 · 38 papers🎓University of Illinois Urbana-ChampaignUrbana ·
United States2017–2024 · 20 papers🏢Microsoft Research MontréalMontreal ·
Canada2023–2024 · 4 papers🔬Allen Institute for Artificial IntelligenceSeattle ·
United States2024 · 2 papers🎓New York UniversityNew York ·
United States2023–2024 · 2 papers🎓Purdue University West LafayetteWest Lafayette ·
United States2021–2024 · 2 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksLanguage and Linguistics · 3 worksArtificial Intelligence · 2 worksComputer Science · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Joint Prompt Optimization of Stacked LLMs using Variational Inference (2023 · 23 citations)
The paper treats an instruction-following LLM as a stochastic "language layer." The layer maps a text input to a distribution over text outputs, and its trainable parameters are natural-language prompts rather than weights. - Generative Personality Simulation via Theory-Informed Structured Interview (2026 · 1 citation)
LLMs are increasingly used as stand-ins for human participants, but their simulated answers to personality questionnaires tend to be too uniform. - Proceedings of the Fourth Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP) (2025)
These are the proceedings of the fourth HCI+NLP workshop. The event took place on 9 November 2025 as part of EMNLP 2025. Its goal is to bring two communities closer together: natural language processing (NLP) and human-computer interaction (HCI). For NLP researchers, the workshop shows how HCI methods help evaluate…
Co-authors here
- Adam Trischler
- Alessandro Sordoni
- Amanda Cercas Curry
- Arian Hosseini
- Diyi Yang
- Hanjie Chen
- Marc-Alexandre Cote
- Siyan Li
- Su Lin Blodgett
- Sunipa Dev
- Tongshuang Wu
- Xiaoyuan Yi
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Workshop on Bridging Human–Computer Interaction and Natural Language Processing: Workshop on Bridging Human–Computer Interaction and Natural Language Processing 2025
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
Cited by
Updated
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