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Enhancing Interpretable Clauses Semantically using Pretrained Word
  Representation
v1v2 (latest)

Enhancing Interpretable Clauses Semantically using Pretrained Word Representation

BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2021
14 April 2021
Rohan Kumar Yadav
Lei Jiao
Ole-Christoffer Granmo
Morten Goodwin
    NAI
ArXiv (abs)PDFHTMLGithub (95★)

Papers citing "Enhancing Interpretable Clauses Semantically using Pretrained Word Representation"

8 / 8 papers shown
The Tsetlin Machine Goes Deep: Logical Learning and Reasoning With Graphs
The Tsetlin Machine Goes Deep: Logical Learning and Reasoning With Graphs
Ole-Christoffer Granmo
Youmna Abdelwahab
Per-Arne Andersen
Paul F. A. Clarke
Kunal Dumbre
...
Ahmed Khalid
Rebekka Omslandseter
Rupsa Saha
Mayur Shende
Xuan Zhang
GNNVLM
262
0
0
20 Jul 2025
Omni TM-AE: A Scalable and Interpretable Embedding Model Using the Full Tsetlin Machine State Space
Omni TM-AE: A Scalable and Interpretable Embedding Model Using the Full Tsetlin Machine State Space
Ahmed K. Kadhim
Lei Jiao
Rishad Shafik
Ole-Christoffer Granmo
293
0
0
22 May 2025
Pruning Literals for Highly Efficient Explainability at Word Level
Pruning Literals for Highly Efficient Explainability at Word Level
Rohan Kumar Yadav
Bimal Bhattarai
Abhik Jana
Lei Jiao
Seid Muhie Yimam
274
1
0
07 Nov 2024
What happens before and after: Multi-Event Commonsense in Event
  Coreference Resolution
What happens before and after: Multi-Event Commonsense in Event Coreference ResolutionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Sahithya Ravi
Christy Tanner
R. Ng
Vered Shwarz
252
21
0
20 Feb 2023
Interpretable Tsetlin Machine-based Premature Ventricular Contraction
  Identification
Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification
Jinbao Zhang
Xuan Zhang
Lei Jiao
Ole-Christoffer Granmo
Yongjun Qian
Fan Pan
132
5
0
20 Jan 2023
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause
  Size
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause SizeInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Kuruge Darshana Abeyrathna
Ahmed Abouzeid
Bimal Bhattarai
Charul Giri
Sondre Glimsdal
...
Lei Jiao
Rupsa Saha
Jivitesh Sharma
S. Tunheim
Xuan Zhang
187
22
0
19 Jan 2023
On the Convergence of Tsetlin Machines for the AND and the OR Operators
On the Convergence of Tsetlin Machines for the AND and the OR Operators
Lei Jiao
Xuan Zhang
Ole-Christoffer Granmo
204
8
0
17 Sep 2021
Word-level Human Interpretable Scoring Mechanism for Novel Text
  Detection Using Tsetlin Machines
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines
Bimal Bhattarai
Ole-Christoffer Granmo
Lei Jiao
254
23
0
10 May 2021
1
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