JW

James Wexler

0009-0006-8105-6998

cs.HCcs.AIcs.LGcs.CLstat.MLcs.GTComputer GraphicsComputer Simulationcs.CVcs.SD

On Valency

published · living versions

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

with Been Kim, Martin Wattenberg, Justin Gilmer, Carrie Cai +2

1 version

W_bg4e778xv1 · current

Preprints & journals

18 papers in the corpus · 2017–2026

Choose Your Agent: Tradeoffs in Adopting AI Advisors, Coaches, and Delegates in Multi-Party Negotiation

Kehang Zhu, Nithum Thain, Vivian Tsai et al.

0 citations

2602.12089v32026arXiv

Strategic Tradeoffs Between Humans and AI in Multi-Agent Bargaining

Crystal Qian, Kehang Zhu, John Horton et al.

3 citations

2509.09071v42025arXiv

The Evolution of LLM Adoption in Industry Data Curation Practices

Crystal Qian, Michael Xieyang Liu, Emily Reif et al.

3 citations

2412.16089v12024arXiv

LLM Comparator: Interactive Analysis of Side-by-Side Evaluation of Large Language Models.

Kahng, Minsuk, Tenney, Ian, Pushkarna, Mahima et al.

23 citations

392550962025IEEE transactions on visualization and computer graphics. 2025;31(1):503-513

ConstitutionalExperts: Training a Mixture of Principle-based Prompts

Savvas Petridis, Ben Wedin, Ann Yuan et al.

6 citations

2403.04894v12024arXiv

Take It, Leave It, or Fix It: Measuring Productivity and Trust in Human-AI Collaboration

Crystal Qian, James Wexler

22 citations

2402.18498v22024arXiv

Automatic Histograms: Leveraging Language Models for Text Dataset Exploration

Emily Reif, Crystal Qian, James Wexler et al.

10 citations

2402.14880v12024arXiv

LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models

Minsuk Kahng, Ian Tenney, Mahima Pushkarna et al.

34 citations

2402.10524v12024arXiv

ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles

Savvas Petridis, Ben Wedin, James Wexler et al.

31 citations

2310.15428v12023arXiv

Analyzing a Caching Model

Leon Sixt, Evan Zheran Liu, Marie Pellat et al.

0 citations

2112.06989v22021arXiv

Best of both worlds: local and global explanations with human-understandable concepts

Jessica Schrouff, Sebastien Baur, Shaobo Hou et al.

14 citations

2106.08641v22021arXiv

The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models

Ian Tenney, James Wexler, Jasmijn Bastings et al.

142 citations

2008.05122v12020arXiv

The What-If Tool: Interactive Probing of Machine Learning Models.

Wexler, James, Pushkarna, Mahima, Bolukbasi, Tolga et al.

507 citations

314429962021IEEE transactions on visualization and computer graphics. 2020;26(1):56-65

The Bach Doodle: Approachable music composition with machine learning at scale

Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts et al.

41 citations

1907.06637v12019arXiv

Towards Automatic Concept-based Explanations

Amirata Ghorbani, James Wexler, James Zou et al.

378 citations

1902.03129v32019arXiv

ClinicalVis: Supporting Clinical Task-Focused Design Evaluation

Marzyeh Ghassemi, Mahima Pushkarna, James Wexler et al.

26 citations

1810.05798v12018arXiv

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

Been Kim, Martin Wattenberg, Justin Gilmer et al.

1,239 citations

1711.11279v52017ICML 2018

Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow.

Wongsuphasawat, Kanit, Smilkov, Daniel, Wexler, James et al.

332 citations

288665622018IEEE transactions on visualization and computer graphics. 2018;24(1):1-12

Career total: 27 works. 18 are in this corpus.

Profile built from the corpus for this byline.

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.