Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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295 results for Neuro-symbolic AI

Efficient Black-box Planning using Macro Actions with Focused Effects
- - Cameron Allen
  - Michael Katz
  - et al.
- 2021
- IJCAI 2021
Toward Optimal Solution for the Context-Attentive Bandit Problem
- - Djallel Bouneffouf
  - Raphael Feraud
  - et al.
- 2021
- IJCAI 2021
Temporal and Object Quantification Networks
- - Jiayuan Mao
  - Zhezheng Luo
  - et al.
- 2021
- IJCAI 2021
LNN-EL: A neuro-symbolic approach to short-text entity linking
- - Hang Jiang
  - Sairam Gurajada
  - et al.
- 2021
- ACL-IJCNLP 2021
Structural guidance for transformer language models
- - Peng Qian
  - Tahira Naseem
  - et al.
- 2021
- ACL-IJCNLP 2021
Explanations for CommonsenseQA: New Dataset and Models
- - Shourya Aggarwal
  - Divyanshu Mandowara
  - et al.
- 2021
- ACL-IJCNLP 2021
LOA: Logical Optimal Actions for text-based interaction games
- - Daiki Kimura
  - Subhajit Chaudhury
  - et al.
- 2021
- ACL-IJCNLP 2021
Multi-Structural Games and Number of Quantifiers
- - Ronald Fagin
  - Jonathan Lenchner
  - et al.
- 2021
- LICS 2021
Technical Question Answering across Tasks and Domains
- - Wenhao Yu
  - Lingfei Wu
  - et al.
- 2021
- NAACL 2021
AMR Parsing with Action-Pointer Transformer
- - Jiawei Zhou
  - Tahira Naseem
  - et al.
- 2021
- NAACL 2021