Qing Lian
Qing Lian has 2 papers in our library, in 2024, most of them on Language models & pretraining, Bias, fairness & safety; often with Tong Zhang, Hanning Zhang, Hanze Dong.
OpenAlex · h-index 7 · 15 works · 356 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 103 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6995
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workBias, fairness & safety · 1 work
Works by year
2020s
Papers
- R-Tuning: Instructing Large Language Models to Say ‘I Don't Know' (2024 · 99 citations)
The paper examines hallucinations in large language models (LLMs). The authors attribute them to the fact that standard instruction tuning forces the model to answer every question, even when the required fact is absent from its parametric knowledge. The model thus learns to guess and cannot admit that it does not… - MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance (2024 · 58 citations)
Multimodal large language models such as LLaVA can be steered into harmful output by malicious images, even when the same request in plain text would be refused.
All works
- Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetQing Lian et al.2019 · 214 citations
- R-Tuning: Instructing Large Language Models to Say ‘I Don't Know'Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hanning Zhang, Shizhe Diao, Yong Lin, et al.2024 · 99 citations
- MLLM-Protector: Ensuring MLLM's Safety without Hurting PerformanceConference on Empirical Methods in Natural Language Processing (EMNLP)Renjie Pi, Tianyang Han, Jianshu Zhang, et al.2024 · 58 citations
Co-authors here
- Tong Zhang ×2
- Hanning Zhang
- Hanze Dong
- Heng Ji
- Jianshu Zhang
- Jipeng Zhang
- Renjie Pi
- Rui Pan
- Shizhe Diao
- Tianyang Han
- Xingyao Wang
- Yangyi Chen
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2024
- IEEE/CVF International Conference on Computer Vision (ICCV)
Cited by
Updated
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