Rohan Kumar Yadav

21 papers A* 4B 1C 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 B conf
Enhancing Interpretability in Self-Training with Tsetlin Machines for Mitigating Noisy Pseudo-Labels.
IEEE Big Data
Jiechao Gao, Rohan Kumar Yadav, Xinyuan Huang, Jie Wang
2024 J jnl
Pruning Literals for Highly Efficient Explainability at Word Level.
CoRR
Rohan Kumar Yadav, Bimal Bhattarai, Abhik Jana, Lei Jiao, Seid Muhie Yimam
2024 — conf
Tsetlin Machine Embedding: Representing Words Using Logical Expressions.
EACL (Findings)
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma
2023 A* conf
Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine.
AAAI
Jivitesh Sharma, Rohan Kumar Yadav, Ole-Christoffer Granmo, Lei Jiao
2023 J jnl
Evaluation of Language Models on Romanian XQuAD and RoITD datasets.
Int. J. Comput. Commun. Control
Constantin Dragos Nicolae, Rohan Kumar Yadav, Dan Tufis
2023 J jnl
Tsetlin Machine Embedding: Representing Words Using Logical Expressions.
CoRR
Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma
2022 J jnl
A Lite Romanian BERT: ALR-BERT.
Comput.
Dragos Constantin Nicolae, Rohan Kumar Yadav, Dan Tufis
2022 C conf
Cyclostationary Random Number Sequences for the Tsetlin Machine.
IEA/AIE
Svein Anders Tunheim, Rohan Kumar Yadav, Lei Jiao, Rishad A. Shafik, Ole-Christoffer Granmo
2022 J jnl
Enhancing Attention's Explanation Using Interpretable Tsetlin Machine.
Algorithms
Rohan Kumar Yadav, Dragos Constantin Nicolae
2022 A* conf
Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation.
IJCAI
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
2021 — conf
An Interpretable Word Sense Classifier for Human Explainable Chatbot.
ICAART (Revised Selected Papers)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
2021 J jnl
Distributed Word Representation in Tsetlin Machine.
CoRR
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
2021 — conf
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation.
BlackboxNLP@EMNLP
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
2021 J jnl
Human Interpretable AI: Enhancing Tsetlin Machine Stochasticity with Drop Clause.
CoRR
Jivitesh Sharma, Rohan Kumar Yadav, Ole-Christoffer Granmo, Lei Jiao
2021 A* conf
Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis.
AAAI
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
2021 — conf
Interpretability in Word Sense Disambiguation using Tsetlin Machine.
ICAART (2)
Rohan Kumar Yadav, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin
2021 A* conf
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling.
ICML
Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav
2021 J jnl
Positionless aspect based sentiment analysis using attention mechanism.
Knowl. Based Syst.
Rohan Kumar Yadav, Lei Jiao, Morten Goodwin, Ole-Christoffer Granmo
2020 J jnl
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling.
CoRR
Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav
2019 J jnl
Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning.
IEEE Access
Bimal Bhattarai, Rohan Kumar Yadav, Hui-Seon Gang, Jae-Young Pyun
2019 J jnl
Trusted K Nearest Bayesian Estimation for Indoor Positioning System.
IEEE Access
Rohan Kumar Yadav, Bimal Bhattarai, Hui-Seon Gang, Jae-Young Pyun