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ORCIDAlireza Salemi
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2020 – today
- 2024
[c9]Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani:
LaMP: When Large Language Models Meet Personalization. ACL (1) 2024: 7370-7392- [c8]Alireza Salemi
, Hamed Zamani:
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models. SIGIR 2024: 741-751 - [c7]Alireza Salemi, Surya Kallumadi, Hamed Zamani:
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation. SIGIR 2024: 752-762 - [c6]Alireza Salemi, Hamed Zamani:
Evaluating Retrieval Quality in Retrieval-Augmented Generation. SIGIR 2024: 2395-2400 - [c5]Fernando Diaz, Andrew Drozdov, To Eun Kim, Alireza Salemi, Hamed Zamani:
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities. SIGIR-AP 2024: 299-302 - [i13]Alireza Salemi, Surya Kallumadi, Hamed Zamani:
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation. CoRR abs/2404.05970 (2024) - [i12]Alireza Salemi, Hamed Zamani:
Evaluating Retrieval Quality in Retrieval-Augmented Generation. CoRR abs/2404.13781 (2024) - [i11]Alireza Salemi, Hamed Zamani:
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models. CoRR abs/2405.00175 (2024) - [i10]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:
LongLaMP: A Benchmark for Personalized Long-form Text Generation. CoRR abs/2407.11016 (2024) - [i9]To Eun Kim, Alireza Salemi, Andrew Drozdov, Fernando Diaz, Hamed Zamani:
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities. CoRR abs/2407.12982 (2024) - [i8]Alireza Salemi, Hamed Zamani:
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models. CoRR abs/2409.09510 (2024) - [i7]Alireza Salemi, Hamed Zamani:
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization. CoRR abs/2410.09942 (2024) - 2023
- [c4]Alireza Salemi, Mahta Rafiee, Hamed Zamani:
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering. ICTIR 2023: 169-176 - [c3]Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani:
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering. SIGIR 2023: 110-120 - [i6]Alireza Salemi, Amirhossein Abaskohi, Sara Tavakoli, Yadollah Yaghoobzadeh, Azadeh Shakery:
PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation. CoRR abs/2304.01282 (2023) - [i5]Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani:
LaMP: When Large Language Models Meet Personalization. CoRR abs/2304.11406 (2023) - [i4]Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani:
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering. CoRR abs/2304.13649 (2023) - [i3]Alireza Salemi, Mahta Rafiee, Hamed Zamani:
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering. CoRR abs/2306.16478 (2023) - 2021
- [c2]Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei, Azadeh Shakery:
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization. EMNLP (1) 2021: 9391-9407 - [c1]Alireza Salemi, Nazanin Sabri, Emad Kebriaei, Behnam Bahrak, Azadeh Shakery:
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models. SemEval@ACL/IJCNLP 2021: 995-1002 - [i2]Alireza Salemi, Nazanin Sabri, Emad Kebriaei, Behnam Bahrak, Azadeh Shakery:
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models. CoRR abs/2104.04770 (2021) - [i1]Alireza Salemi, Emad Kebriaei, Ghazal Neisi Minaei, Azadeh Shakery:
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization. CoRR abs/2109.04098 (2021)
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