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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Year

A Research Framework for Understanding Education-Occupation Alignment with NLP Techniques
- - Renzhe Yu
  - Subhro Das
  - et al.
- 2021
- ACL-IJCNLP 2021
IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification
- - Ken Barker
  - Parul Awasthy
  - et al.
- 2021
- ACL-IJCNLP 2021
IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News
- - Parul Awasthy
  - Jian Ni
  - et al.
- 2021
- ACL-IJCNLP 2021
Nonconvex Min-Max Bilevel Optimization for Task Robust Meta Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2021
- ICML 2021
Reimagining GNN Explanations with ideas from Tabular Data
- - Anjali Singh
  - Shamanth R Nayak K
  - et al.
- 2021
- ICML 2021
Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
Engineering Fair Machine Learning Pipelines
- - Martin Hirzel
  - Kiran Kate
  - et al.
- 2021
- ICLR 2021
Towards creativity characterization of generative models via group-based subset scanning
- - Celia Cintas
  - Payel Das
  - et al.
- 2021
- ICLR 2021
Gi and Pal Scores: Deep Neural Network Generalization Statistics
- - Yair Schiff
  - Brian Quanz
  - et al.
- 2021
- ICLR 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- - Huck Yang
  - Yun Yun Tsai
  - et al.
- 2021
- ICLR 2021