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

Transformer Memory as a Differentiable Search Index.

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[DOI]

Yi Tay

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Confident Adaptive Language Modeling.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Scale Efficiently: Insights from Pretraining and Finetuning Transformers.

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[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Discrete Representations Strengthen Vision Transformer Robustness.

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[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Exploring the Limits of Large Scale Pre-training.

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[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

The Efficiency Misnomer.

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[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Simple Open-Vocabulary Object Detection.

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[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

SCENIC: A JAX Library for Computer Vision Research and Beyond.

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[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Intersection of Parallels as an Early Stopping Criterion.

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[DOI]

Ali Vardasbi

Maarten de Rijke

Mostafa Dehghani

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Learning to rank for multi-label text classification: Combining different sources of information.

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[DOI]

Nat. Lang. Eng., 2021

VUT: Versatile UI Transformer for Multi-Modal Multi-Task User Interface Modeling.

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[DOI]

CoRR, 2021

PolyViT: Co-training Vision Transformers on Images, Videos and Audio.

[BibT_eX]

[DOI]

Valerii Likhosherstov

Anurag Arnab

Krzysztof Choromanski

CoRR, 2021

Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

The Benchmark Lottery.

[BibT_eX]

[DOI]

CoRR, 2021

TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?

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[DOI]

CoRR, 2021

Gradual Domain Adaptation in the Wild: When Intermediate Distributions are Absent.

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[DOI]

CoRR, 2021

Are Pre-trained Convolutions Better than Pre-trained Transformers?

[BibT_eX]

[DOI]

CoRR, 2021

TokenLearner: Adaptive Space-Time Tokenization for Videos.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

OmniNet: Omnidirectional Representations from Transformers.

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[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Long Range Arena : A Benchmark for Efficient Transformers.

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[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

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[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

ViViT: A Video Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Are Pretrained Convolutions Better than Pretrained Transformers?

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks.

[BibT_eX]

[DOI]

Rabeeh Karimi Mahabadi

Sebastian Ruder

Mostafa Dehghani

James Henderson

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Transferring Inductive Biases through Knowledge Distillation.

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[DOI]

Samira Abnar

Mostafa Dehghani

Willem H. Zuidema

CoRR, 2020

MetNet: A Neural Weather Model for Precipitation Forecasting.

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[DOI]

CoRR, 2020

2019

HiTR: Hierarchical Topic Model Re-Estimation for Measuring Topical Diversity of Documents.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Universal Transformers.

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[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Learning to Transform, Combine, and Reason in Open-Domain Question Answering.

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[DOI]

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

Expert finding by the Dempster-Shafer theory for evidence combination.

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[DOI]

Nafiseh Torkzadeh Mahani

Expert Syst. J. Knowl. Eng., 2018

Learning to Rank from Samples of Variable Quality.

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[DOI]

Mostafa Dehghani

Jaap Kamps

CoRR, 2018

SIGIR 2018 Workshop on Learning from Limited or Noisy Data for Information Retrieval.

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[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Fidelity-Weighted Learning.

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[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing.

[BibT_eX]

[DOI]

Hamed Zamani

Mostafa Dehghani

W. Bruce Croft

Erik G. Learned-Miller

Jaap Kamps

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Toward Document Understanding for Information Retrieval.

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[DOI]

Mostafa Dehghani

SIGIR Forum, 2017

Learning to Learn from Weak Supervision by Full Supervision.

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[DOI]

CoRR, 2017

Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision.

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[DOI]

CoRR, 2017

Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking.

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[DOI]

CoRR, 2017

Neural Networks for Information Retrieval.

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[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Neural Ranking Models with Weak Supervision.

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[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

On Search Powered Navigation.

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[DOI]

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Hierarchical Re-estimation of Topic Models for Measuring Topical Diversity.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2017

Learning to Attend, Copy, and Generate for Session-Based Query Suggestion.

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[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Words are Malleable: Computing Semantic Shifts in Political and Media Discourse.

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[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Telling How to Narrow it Down: Browsing Path Recommendation for Exploratory Search.

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[DOI]

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

2016

Building a multi-domain comparable corpus using a learning to rank method.

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[DOI]

Hossein Nasr Esfahani

Nat. Lang. Eng., 2016

Alecsa: Attentive Learning for Email Categorization using Structural Aspects.

[BibT_eX]

[DOI]

Mostafa Dehghani

Azadeh Shakery

Maryam S. Mirian

Knowl. Based Syst., 2016

Significant Words Language Models for Contextual Suggestion.

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[DOI]

Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Significant Words Representations of Entities.

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[DOI]

Mostafa Dehghani

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

On Horizontal and Vertical Separation in Hierarchical Text Classification.

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[DOI]

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Distributional Semantics for Medical Information Extraction.

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[DOI]

Proceedings of the Working Notes of CLEF 2016, 2016

Two-Way Parsimonious Classification Models for Evolving Hierarchies.

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[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Luhn Revisited: Significant Words Language Models.

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[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

The Healing Power of Poison: Helpful Non-relevant Documents in Feedback.

[BibT_eX]

[DOI]

Mostafa Dehghani

Samira Abnar

Jaap Kamps

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Generalized Group Profiling for Content Customization.

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[DOI]

Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016

2015

Parsimonious User and Group Profiling in Venue Recommendation.

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[DOI]

Seyyed Hadi Hashemi

Mostafa Dehghani

Jaap Kamps

Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Time-Aware Authorship Attribution for Short Text Streams.

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[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Revisiting Optimal Rank Aggregation: A Dynamic Programming Approach.

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[DOI]

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Sources of Evidence for Automatic Indexing of Political Texts.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2015

Are Topically Diverse Documents Also Interesting?

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[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Meta Text Aligner: Text Alignment Based on Predicted Plagiarism Relation.

[BibT_eX]

[DOI]

Samira Abnar

Mostafa Dehghani

Azadeh Shakery

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014

Entity linking by focusing DBpedia candidate entities.

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[DOI]

Proceedings of the ERD'14, 2014

Authorship Identification Using Dynamic Selection of Features from Probabilistic Feature Set.

[BibT_eX]

[DOI]

Hamed Zamani

Hossein Nasr Esfahani

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

Expanded N-Grams for Semantic Text Alignment Notebook for PAN at CLEF 2014.

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[DOI]

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013

A learning approach for email conversation thread reconstruction.

[BibT_eX]

[DOI]

J. Inf. Sci., 2013

A Supervised Approach for Reconstructing Thread Structure in Comments on Blogs and Online News Agencies (El enfoque supervisado para reconstrucción de la estructura de hilos en comentarios en blogs y agencias de noticias en línea).

[BibT_eX]

[DOI]

Computación y Sistemas, 2013

2012

An Evolutionary-Based Method for Reconstructing Conversation Threads in Email Corpora.

[BibT_eX]

[DOI]

Mostafa Dehghani