Hamed Zamani

Orcid: 0000-0002-0800-3340

According to our database1, Hamed Zamani authored at least 134 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Generalized Weak Supervision for Neural Information Retrieval.
ACM Trans. Inf. Syst., September, 2024

Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization.
CoRR, 2024

CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints.
CoRR, 2024

Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models.
CoRR, 2024

Retrieval-Enhanced Machine Learning: Synthesis and Opportunities.
CoRR, 2024

Multimodal Reranking for Knowledge-Intensive Visual Question Answering.
CoRR, 2024

Interactions with Generative Information Retrieval Systems.
CoRR, 2024

LongLaMP: A Benchmark for Personalized Long-form Text Generation.
CoRR, 2024

Interactive Topic Models with Optimal Transport.
CoRR, 2024

Understanding Modality Preferences in Search Clarification.
CoRR, 2024

Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models.
CoRR, 2024

Online and Offline Evaluation in Search Clarification.
CoRR, 2024

Scalable and Effective Generative Information Retrieval.
Proceedings of the ACM on Web Conference 2024, 2024

The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom 2024).
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

ProCIS: A Benchmark for Proactive Retrieval in Conversations.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Evaluating Retrieval Quality in Retrieval-Augmented Generation.
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.
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.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Third Workshop on Personalization and Recommendations in Search (PaRiS).
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

The Second Workshop on Large Language Models for Individuals, Groups, and Society.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

First Workshop on Generative AI for Recommender Systems and Personalization.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

LaMP: When Large Language Models Meet Personalization.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Conversational Information Seeking.
Found. Trends Inf. Retr., 2023

Editable User Profiles for Controllable Text Recommendation.
CoRR, 2023


The 2nd Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom).
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

A Personalized Dense Retrieval Framework for Unified Information Access.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Multivariate Representation Learning for Information Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Editable User Profiles for Controllable Text Recommendations.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Soft Prompt Decoding for Multilingual Dense Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

SIGIR 2023 Workshop on Retrieval Enhanced Machine Learning (REML @ SIGIR 2023).
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Large Language Model Augmented Narrative Driven Recommendations.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Learning List-Level Domain-Invariant Representations for Ranking.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

2022
Analyzing clarification in asynchronous information-seeking conversations.
J. Assoc. Inf. Sci. Technol., 2022

Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling.
CoRR, 2022

Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems.
CoRR, 2022

Curriculum Learning for Dense Retrieval Distillation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Retrieval-Enhanced Machine Learning.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

MIMICS-Duo: Offline & Online Evaluation of Search Clarification.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Conversational Information Seeking: Theory and Application.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Stochastic Retrieval-Conditioned Reranking.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Revisiting Open Domain Query Facet Extraction and Generation.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Predicting Prerequisite Relations for Unseen Concepts.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Towards Mixed-Initiative Conversational Information Seeking.
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

Stochastic Optimization of Text Set Generation for Learning Multiple Query Intent Representations.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
A flexible framework for evaluating user and item fairness in recommender systems.
User Model. User Adapt. Interact., 2021

Conversational Search and Recommendation: Introduction to the Special Issue.
ACM Trans. Inf. Syst., 2021

Context-aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants.
ACM Trans. Inf. Syst., 2021

Explaining Documents' Relevance to Search Queries.
CoRR, 2021

A Dataset for Discourse Structure in Peer Review Discussions.
CoRR, 2021

Generalizing Discriminative Retrieval Models using Generative Tasks.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Passage Retrieval for Outside-Knowledge Visual Question Answering.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Learning Robust Dense Retrieval Models from Incomplete Relevance Labels.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Current Challenges and Future Directions in Podcast Information Access.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Towards Multi-Modal Conversational Information Seeking.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

CSFCube - A Test Collection of Computer Science Research Articles for Faceted Query by Example.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Session details: Session 2B - Conversational Search.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Towards System-Initiative Conversational Information Seeking.
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

Learning Multiple Intent Representations for Search Queries.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Analysing Mixed Initiatives and Search Strategies during Conversational Search.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification.
Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

2020
A Deep Look into neural ranking models for information retrieval.
Inf. Process. Manag., 2020

Conformer-Kernel with Query Term Independence for Document Retrieval.
CoRR, 2020

Common Conversational Community Prototype: Scholarly Conversational Assistant.
CoRR, 2020

Generating Clarifying Questions for Information Retrieval.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Learning a Joint Search and Recommendation Model from User-Item Interactions.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Analyzing and Learning from User Interactions for Search Clarification.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Macaw: An Extensible Conversational Information Seeking Platform.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

A Reinforcement Learning Framework for Relevance Feedback.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Recipe Retrieval with Visual Query of Ingredients.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Local Self-Attention over Long Text for Efficient Document Retrieval.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

ANTIQUE: A Non-factoid Question Answering Benchmark.
Proceedings of the Advances in Information Retrieval, 2020

MIMICS: A Large-Scale Data Collection for Search Clarification.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation.
ACM Trans. Intell. Syst. Technol., 2019

Neural models for information retrieval without labeled data.
SIGIR Forum, 2019

Investigating the Successes and Failures of BERT for Passage Re-Ranking.
CoRR, 2019

Analyzing and Predicting News Popularity in an Instant Messaging Service.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Asking Clarifying Questions in Open-Domain Information-Seeking Conversations.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Recommender Systems Fairness Evaluation via Generalized Cross Entropy.
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019

Performance Prediction for Non-Factoid Question Answering.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018
A language model-based framework for multi-publisher content-based recommender systems.
Inf. Retr. J., 2018

PERSON: Personalized information retrieval evaluation based on citation networks.
Inf. Process. Manag., 2018

Current challenges and visions in music recommender systems research.
Int. J. Multim. Inf. Retr., 2018

Towards Theoretical Understanding of Weak Supervision for Information Retrieval.
CoRR, 2018

Neural Ranking Models with Multiple Document Fields.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Neural Query Performance Prediction using Weak Supervision from Multiple Signals.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

SIGIR 2018 Workshop on Learning from Limited or Noisy Data for Information Retrieval.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Theoretical Analysis of Interdependent Constraints in Pseudo-Relevance Feedback.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Universal Approximation Functions for Fast Learning to Rank: Replacing Expensive Regression Forests with Simple Feed-Forward Networks.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Citation Worthiness of Sentences in Scientific Reports.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Target Apps Selection: Towards a Unified Search Framework for Mobile Devices.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Recsys challenge 2018: automatic music playlist continuation.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

On the Theory of Weak Supervision for Information Retrieval.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Towards a Unified Supervised Approach for Ranking Triples of Type-Like Relations.
Proceedings of the Advances in Information Retrieval, 2018

Joint Modeling and Optimization of Search and Recommendation.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

In Situ and Context-Aware Target Apps Selection for Unified Mobile Search.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
ACM SIGIR Student Liaison Program.
SIGIR Forum, 2017

An expectation-maximization algorithm for query translation based on pseudo-relevant documents.
Inf. Process. Manag., 2017

Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation.
CoRR, 2017

Situational Context for Ranking in Personal Search.
Proceedings of the 26th International Conference on World Wide Web, 2017

UMass at TREC 2017 Common Core Track.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Relevance-based Word Embedding.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Word Embedding Causes Topic Shifting; Exploit Global Context!
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Term Proximity Constraints for Pseudo-Relevance Feedback.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Neural Ranking Models with Weak Supervision.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Improving Retrieval Performance for Verbose Queries via Axiomatic Analysis of Term Discrimination Heuristic.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Semantic-Aware Profile Updating Model for Text Recommendation.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Iterative Estimation of Document Relevance Score for Pseudo-Relevance Feedback.
Proceedings of the Advances in Information Retrieval, 2017

2016
Sentence alignment using local and global information.
Comput. Speech Lang., 2016

Axiomatic Analysis for Improving the Log-Logistic Feedback Model.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Embedding-based Query Language Models.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Estimating Embedding Vectors for Queries.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Cross Domain User Engagement Evaluation.
Proceedings of the Advances in Information Retrieval, 2016

Pseudo-Relevance Feedback Based on Matrix Factorization.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Regression and Learning to Rank Aggregation for User Engagement Evaluation.
CoRR, 2015

Adaptive User Engagement Evaluation via Multi-task Learning.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014
Authorship Identification Using Dynamic Selection of Features from Probabilistic Feature Set.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

Expanded N-Grams for Semantic Text Alignment Notebook for PAN at CLEF 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014


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