Strobelt, Hendrik
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 125 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- GLTR: Statistical Detection and Visualization of Generated Text
2019/06/10 by Gehrmann, Sebastian, Strobelt, Hendrik, Rush, Alexander M. · 61 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
2018/04/25 by Strobelt, Hendrik, Gehrmann, Sebastian, Behrisch, Michael +3 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
2021/02/02 by Sebastian Gehrmann, Tosin Adewumi, Gehrmann, Sebastian +109 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models
2022/08/16 by Hendrik Strobelt, Albert Webson, Strobelt, Hendrik +11 · 11 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Seeing What a GAN Cannot Generate
2019/10/24 by Bau, David, Zhu, Jun-Yan, Wulff, Jonas +4 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior
2021/07/20 by Boggust, Angie, Hoover, Benjamin, Satyanarayan, Arvind +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in\n Recurrent Neural Networks
2016/06/23 by Hendrik Strobelt, Sebastian Gehrmann, Strobelt, Hendrik +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting
- Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models
2023/09/28 by Benjamin Hoover, Hendrik Strobelt, Hoover, Benjamin +9 · 2 voices · 3 citations
#cs.LG #cs.AI #math.DS
- Visual Interaction with Deep Learning Models through Collaborative\n Semantic Inference
2019/07/24 by Sebastian Gehrmann, Gehrmann, Sebastian, Hendrik Strobelt +7 · 2 citations
Computer Science · #Data Visualization and Analytics #Multimodal Machine Learning Applications #Semantic Web and Ontologies
- LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity
2024/04/04 by Bousselham, Walid, Boggust, Angie, Chaybouti, Sofian +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multi-Level Explanations for Generative Language Models
2024/03/21 by Paes, Lucas Monteiro, Wei, Dennis, Do, Hyo Jin +8 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- FairyTailor: A Multimodal Generative Framework for Storytelling
2021/07/13 by Bensaid, Eden, Martino, Mauro, Hoover, Benjamin +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
2023/05/04 by Seongmin Lee, Lee, Seongmin, Benjamin Hoover +17 · 3 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships
2024/07/17 by Angie Boggust, Hyemin Bang, Boggust, Angie +5 · 1 voice · 3 citations
Psychology · Computer Science · #Attachment and Relationship Dynamics #AI in Service Interactions
- NeuNetS: An Automated Synthesis Engine for Neural Network Design
2019/01/17 by Atin Sood, Sood, Atin, Benjamin Elder +37 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Machine Learning and Data Classification #COVID-19 diagnosis using AI
- exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models
2019/10/11 by Benjamin Hoover, Hendrik Strobelt, Hoover, Benjamin +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- On the Units of GANs (Extended Abstract)
2019/01/29 by Bau, David, Zhu, Jun-Yan, Strobelt, Hendrik +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LMdiff: A Visual Diff Tool to Compare Language Models
2021/11/02 by Strobelt, Hendrik, Hoover, Benjamin, Satyanarayan, Arvind +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
2020/04/02 by Vijil Chenthamarakshan, Chenthamarakshan, Vijil, Payel Das +19 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM) #vaccines and immunoinformatics approaches
- GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
2022/06/22 by Gehrmann, Sebastian, Bhattacharjee, Abhik, Mahendiran, Abinaya +74 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference
2023/01/11 by Brath, Richard, Keim, Daniel, Knittel, Johannes +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Dense Associative Memory Through the Lens of Random Features
2024/10/31 by Benjamin Hoover, Hoover, Benjamin, Duen Horng Chau +7 · 2 voices · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Unraveling the Temporal Dynamics of the Unet in Diffusion Models
2023/12/17 by Vidya Prasad, Prasad, Vidya, Chen Zhu-Tian +9 · 1 citation
Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations
2024/03/09 by Achintalwar, Swapnaja, Garcia, Adriana Alvarado, Anaby-Tavor, Ateret +35 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- GPT-2 Through the Lens of Vector Symbolic Architectures
2024/12/10 by Johannes Knittel, Knittel, Johannes, Tushaar Gangavarapu +5 · 1 citation
Computer Science · #Computability, Logic, AI Algorithms