Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Human-Centered AI

Year

71 results for Human-Centered AI

What Changed? Interpretable Model Comparison
Rahul Nair, Massimiliano Mattetti, et al.2021IJCAI 2021
Graph-Augmented Code Summarization in Computational Notebooks
April Wang, Dakuo Wang, et al.2021IJCAI 2021
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs
Dinesh Raghu, Atishya Jain, et al.2021ACL-IJCNLP 2021
Data Cleaning Tools for Token Classification Tasks
Karthik Muthuraman, Frederick Reiss, et al.2021NAACL 2021
When and Why does a Model Fail? A Human-in-the-loop Error Detection Framework for Sentiment Analysis
Zhe Liu, Yufan Guo, et al.2021NAACL 2021
Data Science with Human-in-the-Loop: Language Advances
Eduard Dragut, Yunyao Li, et al.2021NAACL 2021
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
Umang Bhatt, Javier Antorán, et al.2021AIES 2021
Model Agnostic Multilevel Explanations
Karthikeyan Natesan Ramamurthy, Bhanukiran Vinzamuri, et al.2020NeurIPS 2020
Shared Interest: Human Annotations vs. AI Saliency
Angie Boggust, Benjamin Hoover, et al.2020NeurIPS 2020
LMdiff: A Visual Diff Tool to Compare Language Models
Hendrik Strobelt, Benjamin Hoover, et al.2020NeurIPS 2020