Viégas, Fernanda
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
2023/06/06 by Kenneth Li, Li, Kenneth, Oam Patel +7 · 5 voices · 163 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Google's Multilingual Neural Machine Translation System: Enabling\n Zero-Shot Translation
2016/11/14 by Melvin Johnson, Johnson, Melvin, Mike Schuster +23 · 4 voices · 24 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task
2022/10/24 by Kenneth Li, Li, Kenneth, Aspen K. Hopkins +10 · 10 voices · 52 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- SmoothGrad: removing noise by adding noise
2017/06/12 by Daniel Smilkov, Smilkov, Daniel, Nikhil Thorat +7 · 115 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- AttentionViz: A Global View of Transformer Attention
2023/05/04 by Catherine Vance Yeh, Catherine Yeh, Yeh, Catherine +10 · 1 voice · 10 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling #cs.CL #cs.CV #cs.HC #cs.LG
- Visualizing and Measuring the Geometry of BERT
2019/06/06 by Coenen, Andy, Reif, Emily, Yuan, Ann +4 · 13 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Measuring and Controlling Instruction (In)Stability in Language Model Dialogs
2024/02/13 by Kenneth Li, Li, Kenneth, Tianle Liu +12 · 1 voice · 14 citations
Computer Science · #Persona Design and Applications
- XRAI: Better Attributions Through Regions
2019/06/06 by Andrei Kapishnikov, Kapishnikov, Andrei, Tolga Bolukbasi +5 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- An Interpretability Illusion for BERT
2021/04/14 by Tolga Bolukbasi, Bolukbasi, Tolga, Adam Pearce +11 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Designing a Dashboard for Transparency and Control of Conversational AI
2024/06/12 by Yida Chen, Chen, Yida, Aoyu Wu +21 · 9 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multi-Agent Systems and Negotiation
- Shared Global and Local Geometry of Language Model Embeddings
2025/03/27 by Andrew Lee, Melanie Weber, Lee, Andrew +5 · 3 voices · 5 citations
Computer Science · #Natural Language Processing Techniques
- The System Model and the User Model: Exploring AI Dashboard Design
2023/05/04 by Fernanda Viégas, Viégas, Fernanda, Martin Wattenberg +1 · 4 citations
Computer Science · Social Sciences · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
- Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model
2023/06/09 by Yida Chen, Chen, Yida, Fernanda Viégas +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- When Bad Data Leads to Good Models
2025/05/07 by Kenneth Li, Li, Kenneth, Yida Chen +5 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls
2025/09/30 by Xiaoyan Bai, Bai, Xiaoyan, Itamar Pres +15 · 8 voices · 1 citation
Computer Science · Engineering · #Advanced Data Storage Technologies #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #cs.AI #cs.LG
- The Geometry of Self-Verification in a Task-Specific Reasoning Model
2025/04/19 by Lee, Andrew, Sun, Lihao, Wendler, Chris +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)