Hamed Zamani

Hamed Zamani

University of Massachusetts Amherst

H-index: 32

North America-United States

About Hamed Zamani

Hamed Zamani, With an exceptional h-index of 32 and a recent h-index of 31 (since 2020), a distinguished researcher at University of Massachusetts Amherst, specializes in the field of Information Retrieval, Recommender Systems, Conversational AI, Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluating Retrieval Quality in Retrieval-Augmented Generation

RAGs to Style: Personalizing LLMs with Style Embeddings

Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation

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

Online and Offline Evaluation in Search Clarification

WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society

Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models

The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024)

Hamed Zamani Information

University

Position

Assistant Professor of Computer Science

Citations(all)

4453

Citations(since 2020)

3957

Cited By

1824

hIndex(all)

32

hIndex(since 2020)

31

i10Index(all)

72

i10Index(since 2020)

63

Email

University Profile Page

University of Massachusetts Amherst

Google Scholar

View Google Scholar Profile

Hamed Zamani Skills & Research Interests

Information Retrieval

Recommender Systems

Conversational AI

Natural Language Processing

Top articles of Hamed Zamani

Title

Journal

Author(s)

Publication Date

Evaluating Retrieval Quality in Retrieval-Augmented Generation

SIGIR 2024

Alireza Salemi

Hamed Zamani

2024/4/21

RAGs to Style: Personalizing LLMs with Style Embeddings

Abhiman Neelakanteswara

Shreyas Chaudhari

Hamed Zamani

2024/3

Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation

SIGIR 2024

Alireza Salemi

Surya Kallumadi

Hamed Zamani

2024/4/9

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

SIGIR 2024

Alireza Salemi

Hamed Zamani

2024/4/30

Online and Offline Evaluation in Search Clarification

arXiv preprint arXiv:2403.09180

Leila Tavakoli

Johanne R Trippas

Hamed Zamani

Falk Scholer

Mark Sanderson

2024/3/14

WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society

Michael Bendersky

Cheng Li

Qiaozhu Mei

Vanessa Murdock

Jie Tang

...

2024/3/4

Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models

arXiv preprint arXiv:2404.14772

Chris Samarinas

Pracha Promthaw

Atharva Nijasure

Hansi Zeng

Julian Killingback

...

2024/4/23

The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024)

Vachik S Dave

Linsey Pang

Xiquan Cui

Chen Luo

Hamed Zamani

...

2024/3/4

Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding

arXiv preprint arXiv:2404.14600

Hansi Zeng

Chen Luo

Hamed Zamani

2024/4/22

A Personalized Dense Retrieval Framework for Unified Information Access

Hansi Zeng

Surya Kallumadi

Zaid Alibadi

Rodrigo Nogueira

Hamed Zamani

2023/7/19

Tutorials at The Web Conference 2023

Valeria Fionda

Olaf Hartig

Reyhaneh Abdolazimi

Sihem Amer-Yahia

Hongzhi Chen

...

2023/4/30

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

Alireza Salemi

Mahta Rafiee

Hamed Zamani

2023/8/9

Conversational information seeking

Foundations and Trends® in Information Retrieval

Hamed Zamani

Johanne R Trippas

Jeff Dalton

Filip Radlinski

2023/8/2

A symmetric dual encoding dense retrieval framework for knowledge-intensive visual question answering

Alireza Salemi

Juan Altmayer Pizzorno

Hamed Zamani

2023/7/19

Learning List-Level Domain-Invariant Representations for Ranking

Ruicheng Xian

Honglei Zhuang

Zhen Qin

Hamed Zamani

Jing Lu

...

2023/12/10

LaMP: When Large Language Models Meet Personalization

arXiv preprint arXiv:2304.11406

Alireza Salemi

Sheshera Mysore

Michael Bendersky

Hamed Zamani

2023/4/22

SIGIR 2023 Workshop on Retrieval Enhanced Machine Learning (REML@ SIGIR 2023)

Michael Bendersky

Danqi Chen

Fernando Diaz

Hamed Zamani

2023/7/19

Editable User Profiles for Controllable Text Recommendations

Sheshera Mysore

Mahmood Jasim

Andrew McCallum

Hamed Zamani

2023/7/19

ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification

arXiv preprint arXiv:2311.09649

Yaxin Zhu

Hamed Zamani

2023/11/16

Generalized Weak Supervision for Neural Information Retrieval

ACM Transactions on Information Systems

Yen-Chieh Lien

Hamed Zamani

W Bruce Croft

2023/4/18

See List of Professors in Hamed Zamani University(University of Massachusetts Amherst)

Co-Authors

H-index: 120
W. Bruce Croft

W. Bruce Croft

University of Massachusetts Amherst

H-index: 118
Andrew McCallum

Andrew McCallum

University of Massachusetts Amherst

H-index: 71
James Allan

James Allan

University of Massachusetts Amherst

H-index: 58
Mark Sanderson

Mark Sanderson

RMIT University

H-index: 52
Markus Schedl

Markus Schedl

Johannes Kepler Universität Linz

H-index: 51
Erik Learned-Miller

Erik Learned-Miller

University of Massachusetts Amherst

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