Lizhen Qu

1. Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach
   2016/09/13 by Giorgio Patrini, Alessandro Rozza, Patrini, Giorgio +7 · 31 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Adapting Large Language Models for Document-Level Machine Translation
   2024/01/12 by Minghao Wu, Thuy-Trang Vu, Wu, Minghao +7 · 10 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
3. Audio Is the Achilles' Heel: Red Teaming Audio Large Multimodal Models
   2024/10/31 by Hao Yang, Lizhen Qu, Yang, Hao +5 · 9 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
4. SocialDial: A Benchmark for Socially-Aware Dialogue Systems
   2023/04/24 by Haolan Zhan, Zhuang Li, Zhan, Haolan +23 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
5. Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs
   2021/08/29 by Qiongkai Xu, Xu, Qiongkai, Xuanli He +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning
6. Generative Region-Language Pretraining for Open-Ended Object Detection
   2024/03/15 by Chuang Lin, Yi Jiang, Lin, Chuang +7 · 5 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
7. Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models
   2024/10/15 by Hao Yang, Lizhen Qu, Yang, Hao +5 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #Forensic and Genetic Research #Jury Decision Making Processes
8. Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models
   2024/06/13 by Minghao Wu, Thuy-Trang Vu, Wu, Minghao +5 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
9. FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning
   2024/03/10 by Zhuo Zhang, Jingyuan Zhang, Zhang, Zhuo +10 · 2 citations
   Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Advanced Data Storage Technologies
10. What Can Natural Language Processing Do for Peer Review?
    2024/05/10 by Ilia Kuznetsov, Osama Mohammed Afzal, Kuznetsov, Ilia +45 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
11. RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations
    2024/02/17 by Haolan Zhan, Zhan, Haolan, Zhuang Li +31 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
12. Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights
    2024/06/25 by Lizhen Qu, Yang, Hao, Qu, Lizhen +4 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
13. Multimodal Transformer with Variable-length Memory for Vision-and-Language Navigation
    2021/11/10 by Chuang Lin, Yi Jiang, Lin, Chuang +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
14. NEUSIS: A Compositional Neuro-Symbolic Framework for Autonomous Perception, Reasoning, and Planning in Complex UAV Search Missions
    2024/09/16 by Zhixi Cai, Cai, Zhixi, Kevin Leo +29 · 2 citations
    Computer Science · #Cognitive Computing and Networks #AI-based Problem Solving and Planning
15. SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models
    2024/06/16 by Zhuang Li, Yuncheng Hua, Li, Zhuang +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
16. Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
    2024/05/16 by Manh Luong, Luong, Manh, Khai Nguyen +9 · 1 citation
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
17. CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems
    2024/06/25 by Tao Feng, Feng, Tao, Lizhen Qu +5 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
18. LazyReview A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
    2025/04/15 by Sukannya Purkayastha, Zhuang Li, Purkayastha, Sukannya +7 · 2 citations
    Computer Science · Social Sciences · #Academic integrity and plagiarism #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
19. Conversational Tactile Data Interfaces: Co-Designing Accessible Data Experiences with Blind Users Using Refreshable Tactile Displays and Conversational AI
    2026/07/16 by Samuel Reinders, Munazza Zaib, Bongshin Lee +7
    #cs.HC