Parinaz Sobhani

According to our database, Parinaz Sobhani authored at least 17 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Shrinking Bigfoot: Reducing wav2vec 2.0 footprint.

Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

On the Trustworthiness of Tree Ensemble Explainability Methods.

Angeline Yasodhara, Azin Asgarian, Diego Huang, Parinaz Sobhani

Proceedings of the Machine Learning and Knowledge Extraction, 2021

2019

Exploring deep neural networks for multitarget stance detection.

Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu

Comput. Intell., 2019

2018

A Hybrid Instance-based Transfer Learning Method.

Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati

CoRR, 2018

Boosting Model Performance through Differentially Private Model Aggregation.

Sophia Collet, Robert Dadashi, Zahi N. Karam, Chang Liu, Parinaz Sobhani, Yevgeniy Vahlis, Ji Chao Zhang

CoRR, 2018

2017

Stance and Sentiment in Tweets.

Saif M. Mohammad, Parinaz Sobhani, Svetlana Kiritchenko

ACM Trans. Internet Techn., 2017

A Dataset for Multi-Target Stance Detection.

Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Detecting Stance in Tweets And Analyzing its Interaction with Sentiment.

Parinaz Sobhani, Saif M. Mohammad, Svetlana Kiritchenko

Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016

SemEval-2016 Task 6: Detecting Stance in Tweets.

Saif M. Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, Xiaodan Zhu, Colin Cherry

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

DAG-Structured Long Short-Term Memory for Semantic Compositionality.

Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo

Proceedings of the NAACL HLT 2016, 2016

A Dataset for Detecting Stance in Tweets.

Saif M. Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, Xiaodan Zhu, Colin Cherry

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2015

Long Short-Term Memory Over Tree Structures.

Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo

CoRR, 2015

Neural Networks for Integrating Compositional and Non-compositional Sentiment in Sentiment Composition.

Xiaodan Zhu, Hongyu Guo, Parinaz Sobhani

Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015

From Argumentation Mining to Stance Classification.

Parinaz Sobhani, Diana Inkpen, Stan Matwin

Proceedings of the 2nd Workshop on Argumentation Mining, 2015

Long Short-Term Memory Over Recursive Structures.

Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based Undersampling.

Parinaz Sobhani, Herna L. Viktor, Stan Matwin

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

2011

New Drift Detection Method for Data Streams.

Parinaz Sobhani, Hamid Beigy

Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011