Alireza Salemi

According to our database, Alireza Salemi authored at least 12 papers between 2021 and 2024.

Collaborative distances:

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

2024

Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models.

Alireza Salemi, Hamed Zamani

CoRR, 2024

Retrieval-Enhanced Machine Learning: Synthesis and Opportunities.

To Eun Kim, Alireza Salemi, Andrew Drozdov, Fernando Diaz, Hamed Zamani

CoRR, 2024

LongLaMP: A Benchmark for Personalized Long-form Text Generation.

Ishita Kumar, Snigdha Viswanathan, Sushrita Yerra, Alireza Salemi, Ryan A. Rossi, Franck Dernoncourt, Hanieh Deilamsalehy, Xiang Chen, Ruiyi Zhang, Shubham Agarwal, Nedim Lipka, Hamed Zamani

CoRR, 2024

Evaluating Retrieval Quality in Retrieval-Augmented Generation.

Alireza Salemi, Hamed Zamani

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models.

Alireza Salemi, Hamed Zamani

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation.

Alireza Salemi, Surya Kallumadi, Hamed Zamani

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

LaMP: When Large Language Models Meet Personalization.

Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation.

Alireza Salemi, Amirhossein Abaskohi, Sara Tavakoli, Yadollah Yaghoobzadeh, Azadeh Shakery

CoRR, 2023

A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering.

Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering.

Alireza Salemi, Mahta Rafiee, Hamed Zamani

Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

2021

UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models.

Alireza Salemi, Nazanin Sabri, Emad Kebriaei, Behnam Bahrak, Azadeh Shakery

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization.

Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei, Azadeh Shakery

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021