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

Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning
- - Wei Zhang
  - Murray Campbell
  - et al.
- 2021
- AAAI 2021
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving
- - Maxwell Crouse
  - Ibrahim Abdelaziz
  - et al.
- 2021
- AAAI 2021
Anomaly Attribution with Likelihood Compensation
- - Tsuyoshi Ide
  - Amit Dhurandhar
  - et al.
- 2021
- AAAI 2021
Self-correcting Q-learning
- - Rong Zhu
  - Mattia Rigotti
- 2021
- AAAI 2021
Neural Analogical Matching
- - Maxwell Crouse
  - Constantine Nakos
  - et al.
- 2021
- AAAI 2021
Graph Neural Network to Dilute Outliers for Refactoring Monolith Application
- - Utkarsh Desai
  - Sambaran Bandyopadhyay
  - et al.
- 2021
- AAAI 2021
Decentralized policy gradient descent ascent for safe multi-agent reinforcement learning
- - Songtao Lu
  - Kaiqing Zhang
  - et al.
- 2021
- AAAI 2021
NASTransfer: Analyzing Architecture Transferability in Large Scale NeuralArchitecture Search
- - Rameswar Panda
  - Michele Merler
  - et al.
- 2021
- AAAI 2021
Multilingual Transfer Learning for QA using Translation as Data Augmentation
- - Mihaela Bornea
  - Lin Pan
  - et al.
- 2021
- AAAI 2021
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
- - Nishtha Madaan
  - Inkit Padhi
  - et al.
- 2021
- AAAI 2021