Pouya Pezeshkpour

According to our database, Pouya Pezeshkpour authored at least 20 papers between 2015 and 2024.

Collaborative distances:

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

2024

Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions.

Pouya Pezeshkpour, Eser Kandogan, Nikita Bhutani, Sajjadur Rahman, Tom M. Mitchell, Estevam Hruschka

CoRR, 2024

Less is More for Long Document Summary Evaluation by LLMs.

Yunshu Wu, Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

The Extremal GDoF Gain of Optimal Versus Binary Power Control in K User Interference Networks is Θ (√K).

Yao-Chia Chan, Pouya Pezeshkpour, Chunhua Geng, Syed Ali Jafar

IEEE Trans. Wirel. Commun., November, 2023

Distilling Large Language Models using Skill-Occupation Graph Context for HR-Related Tasks.

Pouya Pezeshkpour, Hayate Iso, Thom Lake, Nikita Bhutani, Estevam Hruschka

CoRR, 2023

Rethinking Language Models as Symbolic Knowledge Graphs.

Vishwas Mruthyunjaya, Pouya Pezeshkpour, Estevam Hruschka, Nikita Bhutani

CoRR, 2023

Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions.

Pouya Pezeshkpour, Estevam Hruschka

CoRR, 2023

Measuring and Modifying Factual Knowledge in Large Language Models.

Pouya Pezeshkpour

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Introducing Gradient-Based Methods and Diagnostic Benchmarks to Trace Errors Back to the Training Data

Pouya Pezeshkpour

PhD thesis, 2022

Quantifying Social Biases Using Templates is Unreliable.

Preethi Seshadri, Pouya Pezeshkpour, Sameer Singh

CoRR, 2022

Combining Feature and Instance Attribution to Detect Artifacts.

Pouya Pezeshkpour, Sarthak Jain, Sameer Singh, Byron C. Wallace

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

ParsiNLU: A Suite of Language Understanding Challenges for Persian.

Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh

Trans. Assoc. Comput. Linguistics, 2021

An Empirical Comparison of Instance Attribution Methods for NLP.

Pouya Pezeshkpour, Sarthak Jain, Byron C. Wallace, Sameer Singh

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Revisiting Evaluation of Knowledge Base Completion Models.

Pouya Pezeshkpour, Yifan Tian, Sameer Singh

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Generating User-friendly Explanations for Loan Denials using GANs.

Ramya Srinivasan, Ajay Chander, Pouya Pezeshkpour

CoRR, 2019

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications.

Pouya Pezeshkpour, Yifan Tian, Sameer Singh

Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

2018

Compact Factorization of Matrices Using Generalized Round-Rank.

Pouya Pezeshkpour, Carlos Guestrin, Sameer Singh

CoRR, 2018

Embedding Multimodal Relational Data for Knowledge Base Completion.

Pouya Pezeshkpour, Liyan Chen, Sameer Singh

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Embedding Multimodal Relational Data.

Pouya Pezeshkpour, Liyan Chen, Sameer Singh

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

2015

Data Bits in Karnaugh Map and Increasing Map Capability in Error Correcting.

Pouya Pezeshkpour, Mahmoud Tabandeh

CoRR, 2015

An Optimal Linear Coding for Index Coding Problem.

Pouya Pezeshkpour

CoRR, 2015