Pouya Pezeshkpour | DeepAI

AI Chat

Featured Co-authors

Sameer Singh
77 publications
Byron C. Wallace
56 publications
Carlos Guestrin
28 publications
Syed A. Jafar
22 publications
Sarthak Jain
18 publications
Hayate Iso
12 publications
Nikita Bhutani
9 publications
Ramya Srinivasan
8 publications
Estevam Hruschka
7 publications
Liyan Chen
6 publications
Chunhua Geng
4 publications

∙ 09/14/2023

Less is More for Long Document Summary Evaluation by LLMs

Large Language Models (LLMs) have shown promising performance in summary...

0 Yunshu Wu, et al. ∙

∙ 08/25/2023

Rethinking Language Models as Symbolic Knowledge Graphs

Symbolic knowledge graphs (KGs) play a pivotal role in knowledge-centric...

0 Vishwas Mruthyunjaya, et al. ∙

∙ 08/22/2023

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

Large Language Models (LLMs) have demonstrated remarkable capabilities i...

0 Pouya Pezeshkpour, et al. ∙

∙ 06/09/2023

Measuring and Modifying Factual Knowledge in Large Language Models

Large Language Models (LLMs) store an extensive amount of factual knowle...

0 Pouya Pezeshkpour, et al. ∙

∙ 10/09/2022

Quantifying Social Biases Using Templates is Unreliable

Recently, there has been an increase in efforts to understand how large ...

0 Preethi Seshadri, et al. ∙

∙ 05/04/2022

The Extremal GDoF Gain of Optimal versus Binary Power Control in K User Interference Networks Is Θ(√(K))

Using ideas from Generalized Degrees of Freedom (GDoF) analyses and extr...

0 Yao-Chia Chan, et al. ∙

∙ 07/01/2021

Combining Feature and Instance Attribution to Detect Artifacts

Training the large deep neural networks that dominate NLP requires large...

0 Pouya Pezeshkpour, et al. ∙

∙ 04/09/2021

An Empirical Comparison of Instance Attribution Methods for NLP

Widespread adoption of deep models has motivated a pressing need for app...

0 Pouya Pezeshkpour, et al. ∙

∙ 06/24/2019

Generating User-friendly Explanations for Loan Denials using GANs

Financial decisions impact our lives, and thus everyone from the regulat...

0 Ramya Srinivasan, et al. ∙

∙ 05/02/2019

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

Representing entities and relations in an embedding space is a well-stud...

6 Pouya Pezeshkpour, et al. ∙

∙ 09/05/2018

Embedding Multimodal Relational Data for Knowledge Base Completion

Representing entities and relations in an embedding space is a well-stud...

4 Pouya Pezeshkpour, et al. ∙

∙ 05/01/2018

Compact Factorization of Matrices Using Generalized Round-Rank

Matrix factorization is a well-studied task in machine learning for comp...

0 Pouya Pezeshkpour, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world