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ORCIDAli Pesaranghader
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2020 – today
- 2025
[i10]Yanan Chen, Ali Pesaranghader, Tanmana Sadhu:
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning. CoRR abs/2502.19622 (2025)- 2024
- [c17]Tanmana Sadhu, Ali Pesaranghader, Yanan Chen, Dong Hoon Yi:
Athena: Safe Autonomous Agents with Verbal Contrastive Learning. EMNLP (Industry Track) 2024: 1121-1130 - [c16]Armin Toroghi, Willis Guo, Ali Pesaranghader, Scott Sanner:
Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution. EMNLP 2024: 6634-6652 - [c15]Mohammad Mahdi Abdollah Pour, Ali Pesaranghader, Eldan Cohen, Scott Sanner:
Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language Models. NAACL-HLT (Findings) 2024: 1529-1536 - [i9]Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj:
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification. CoRR abs/2404.03052 (2024) - [i8]Yanan Chen, Ali Pesaranghader, Tanmana Sadhu, Dong Hoon Yi:
Can We Rely on LLM Agents to Draft Long-Horizon Plans? Let's Take TravelPlanner as an Example. CoRR abs/2408.06318 (2024) - [i7]Tanmana Sadhu, Ali Pesaranghader, Yanan Chen, Dong Hoon Yi:
Athena: Safe Autonomous Agents with Verbal Contrastive Learning. CoRR abs/2408.11021 (2024) - 2023
- [c14]Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Zhenwei Tang, Ali Pesaranghader, Manasa Bharadwaj, Scott Sanner:
DiffuDetox: A Mixed Diffusion Model for Text Detoxification. ACL (Findings) 2023: 7566-7574 - [c13]Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner:
Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval. ECIR (1) 2023: 3-17 - [c12]Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Manasa Bharadwaj, Nikhil Verma, Ali Pesaranghader, Scott Sanner:
COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification. EMNLP (Findings) 2023: 8658-8666 - [c11]Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj:
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification. ICMLA 2023: 1528-1534 - [c10]Haochen Zhang
, Anton Korikov, Parsa Farinneya, Mohammad Mahdi Abdollah Pour, Manasa Bharadwaj, Ali Pesaranghader, Xi Yu Huang, Yi Xin Lok, Zhaoqi Wang, Nathan Jones, Scott Sanner:
Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval. SIGIR 2023: 2744-2753 - [i6]Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Zhenwei Tang, Ali Pesaranghader, Manasa Bharadwaj, Scott Sanner:
DiffuDetox: A Mixed Diffusion Model for Text Detoxification. CoRR abs/2306.08505 (2023) - [i5]Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner:
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval. CoRR abs/2308.00762 (2023) - [i4]Ali Pesaranghader, Touqir Sajed:
RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System? CoRR abs/2308.04579 (2023)
2010 – 2019
- 2019
- [j2]Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Ali Pesaranghader:
deepBioWSD: effective deep neural word sense disambiguation of biomedical text data. J. Am. Medical Informatics Assoc. 26(5): 438-446 (2019) - 2018
- [j1]Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams. Mach. Learn. 107(11): 1711-1743 (2018) - [c9]Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova:
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. Canadian AI 2018: 96-107 - [c8]Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
McDiarmid Drift Detection Methods for Evolving Data Streams. IJCNN 2018: 1-9 - [i3]Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova:
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. CoRR abs/1802.09059 (2018) - 2017
- [i2]Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
Reservoir of Diverse Adaptive Learners and Stacking Fast Hoeffding Drift Detection Methods for Evolving Data Streams. CoRR abs/1709.02457 (2017) - [i1]Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
McDiarmid Drift Detection Methods for Evolving Data Streams. CoRR abs/1710.02030 (2017) - 2016
- [c7]Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
A Framework for Classification in Data Streams Using Multi-strategy Learning. DS 2016: 341-355 - [c6]Ali Pesaranghader, Herna L. Viktor:
Fast Hoeffding Drift Detection Method for Evolving Data Streams. ECML/PKDD (2) 2016: 96-111 - 2014
- [c5]Ahmad Pesaranghader, Ali Pesaranghader, Azadeh Rezaei, Danoosh Davoodi:
Gene Functional Similarity Analysis by Definition-based Semantic Similarity Measurement of GO Terms. Canadian AI 2014: 203-214 - 2013
- [c4]Ahmad Pesaranghader, Ali Pesaranghader, Azadeh Rezaei:
Augmenting Concept Definition in Gloss Vector Semantic Relatedness Measure using Wikipedia Articles. DaEng 2013: 623-630 - [c3]Ali Pesaranghader, Norwati Mustapha, Ahmad Pesaranghader:
Applying semantic similarity measures to enhance topic-specific web crawling. ISDA 2013: 205-212 - [c2]Ahmad Pesaranghader, Azadeh Rezaei, Ali Pesaranghader:
Adapting Gloss Vector Semantic Relatedness Measure for Semantic Similarity Estimation: An Evaluation in the Biomedical Domain. JIST 2013: 129-145 - [c1]Ahmad Pesaranghader, Ali Pesaranghader, Azadeh Rezaei:
Applying Latent Semantic Analysis to Optimize Second-order Co-occurrence Vectors for Semantic Relatedness Measurement. MIKE 2013: 588-599
Coauthor Index
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