Qianli Wang
Qianli Wang has 3 papers in our library, in 2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Interpretability; often with Hinrich Schuetze, Mingyang Wang, Nils Feldhus.
OpenAlex · ORCID · h-index 10 · 58 works · 424 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 9 times in our library · ⭐ Paper Stars ranking: #9761
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 4Research subjects and languages the work is about.Interpretability · 1 workLanguage models & pretraining · 1 workEfficient models & compression · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models (2026 · 9 citations)
Most earlier reviews of mechanistic interpretability (MI) in LLMs describe what researchers have discovered inside models. - Through a Compressed Lens: Investigating The Impact of Quantization on Factual Knowledge Recall (2026 · 2 citations)
The paper asks how post-training weight quantization affects factual knowledge recall (FKR), meaning an LLM's ability to retrieve facts stored during pretraining. - Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation (2026)
Counterfactual explanations are small edits to an input that flip a classifier's prediction. LLMs produce them well in English, but their quality in other languages had not been studied. To examine this, the authors evaluate three open instruction-tuned LLMs on XNLI and SIB200, two multilingual classification…
Co-authors here
- Hinrich Schuetze ×2
- Mingyang Wang ×2
- Nils Feldhus ×2
- Sebastian Möller ×2
- Vera Schmitt ×2
- Chenming Shang
- Christin Seifert
- Ercong Nie
- Hengyuan Zhang
- Shuzhou Yuan
- Simon Ostermann
- Van Bach Nguyen
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Workshop on Trustworthy NLP: Workshop on Trustworthy NLP 2026
Cited by
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