Donald Metzler

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Rethinking search: making domain experts out of dilettantes.

[BibT_eX]

[DOI]

SIGIR Forum, 2021

Search and Discovery in Personal Email Collections.

[BibT_eX]

[DOI]

Found. Trends Inf. Retr., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

The Benchmark Lottery.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Rethinking Search: Making Experts out of Dilettantes.

[BibT_eX]

[DOI]

CoRR, 2021

Label Smoothed Embedding Hypothesis for Out-of-Distribution Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Synthesizer: Rethinking Self-Attention for Transformer Models.

[BibT_eX]

[DOI]

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

OmniNet: Omnidirectional Representations from Transformers.

[BibT_eX]

[DOI]

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

HyperGrid Transformers: Towards A Single Model for Multiple Tasks.

[BibT_eX]

[DOI]

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

Long Range Arena : A Benchmark for Efficient Transformers.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 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

StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling.

[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

How Reliable are Model Diagnostics?

[BibT_eX]

[DOI]

Vamsi Aribandi

Yi Tay

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections.

[BibT_eX]

[DOI]

CoRR, 2020

Matching Cross Network for Learning to Rank in Personal Search.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Stabilizing Neural Search Ranking Models.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Separate and Attend in Personal Email Search.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Parameter Tuning in Personal Search Systems.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Choppy: Cut Transformer for Ranked List Truncation.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Multitask Mixture of Sequential Experts for User Activity Streams.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Attribute-based Propensity for Unbiased Learning in Recommender Systems: Algorithm and Case Studies.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Improving Recommendation Quality in Google Drive.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Sparse Sinkhorn Attention.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Reverse Engineering Configurations of Neural Text Generation Models.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Personalized Online Spell Correction for Personal Search.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Domain Adaptation for Enterprise Email Search.

[BibT_eX]

[DOI]

Brandon Tran

Maryam Karimzadehgan

Rama Kumar Pasumarthi

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Multi-view Embedding-based Synonyms for Email Search.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Revisiting Online Personal Search Metrics with the User in Mind.

[BibT_eX]

[DOI]

Azin Ashkan

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Combining Decision Trees and Neural Networks for Learning-to-Rank in Personal Search.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Position Bias Estimation for Unbiased Learning to Rank in Personal Search.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Learning with Sparse and Biased Feedback for Personal Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering.

[BibT_eX]

[DOI]

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

2017

Learning from User Interactions in Personal Search via Attribute Parameterization.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

2016

Learning to Rank with Selection Bias in Personal Search.

[BibT_eX]

[DOI]

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

2014

Learning to efficiently rank on big data.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

2012

Effective query formulation with multiple information sources.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Experimental methods for information retrieval.

[BibT_eX]

[DOI]

Oren Kurland

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Structured Event Retrieval over Microblog Archives.

[BibT_eX]

[DOI]

Congxing Cai

Eduard H. Hovy

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Data integration from open internet sources to combat sex trafficking of minors.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual International Conference on Digital Government Research, 2012

FindAll: a local search engine for mobile phones.

[BibT_eX]

[DOI]

Aruna Balasubramanian

Niranjan Balasubramanian

Samuel J. Huston

David Wetherall

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2012

2011

A Feature-Centric View of Information Retrieval

[BibT_eX]

[DOI]

The Information Retrieval Series 27, Springer, ISBN: 978-3-642-22898-8, 2011

USC/ISI at TREC 2011: Microblog Track.

[BibT_eX]

[DOI]

Congxing Cai

Proceedings of The Twentieth Text REtrieval Conference, 2011

A cascade ranking model for efficient ranked retrieval.

[BibT_eX]

[DOI]

Lidan Wang

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Parameterized concept weighting in verbose queries.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Cross-corpus relevance projection.

[BibT_eX]

[DOI]

Nima Asadi

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Pseudo test collections for learning web search ranking functions.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Unsupervised Mining of Lexical Variants from Noisy Text.

[BibT_eX]

[DOI]

Stephan Gouws

Eduard H. Hovy

Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

When close enough is good enough: approximate positional indexes for efficient ranked retrieval.

[BibT_eX]

[DOI]

Tamer Elsayed

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

An Empirical Evaluation of Data-Driven Paraphrase Generation Techniques.

[BibT_eX]

[DOI]

Eduard H. Hovy

Chunliang Zhang

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010

The anatomy of an ad: structured indexing and retrieval for sponsored search.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Measuring the reusability of test collections.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Learning concept importance using a weighted dependence model.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory.

[BibT_eX]

[DOI]

Proceedings of The Nineteenth Text REtrieval Conference, 2010

Learning to efficiently rank.

[BibT_eX]

[DOI]

Lidan Wang

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Relevance and ranking in online dating systems.

[BibT_eX]

[DOI]

Fernando Diaz

Sihem Amer-Yahia

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Ranking under temporal constraints.

[BibT_eX]

[DOI]

Lidan Wang

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Improved latent concept expansion using hierarchical markov random fields.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Exploiting site-level information to improve web search.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Online expansion of rare queries for sponsored search.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on World Wide Web, 2009

Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search.

[BibT_eX]

[DOI]

Proceedings of The Eighteenth Text REtrieval Conference, 2009

Building enriched document representations using aggregated anchor text.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Improving search relevance for implicitly temporal queries.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Search Engine Adaptation by Feedback Control Adjustment for Time-sensitive Query.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Semi-parametric and Non-parametric Term Weighting for Information Retrieval.

[BibT_eX]

[DOI]

Hugo Zaragoza

Proceedings of the Advances in Information Retrieval Theory, 2009

Search Engines - Information Retrieval in Practice.

[BibT_eX]

[DOI]

Trevor Strohman

Pearson Education, ISBN: 978-0-13-136489-9, 2009

2008

Beyond bags of words: effectively modeling dependence and features in information retrieval.

[BibT_eX]

[DOI]

SIGIR Forum, 2008

A Statistical View of Binned Retrieval Models.

[BibT_eX]

[DOI]

Trevor Strohman

Proceedings of the Advances in Information Retrieval , 2008

Generalized inverse document frequency.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

To swing or not to swing: learning when (not) to advertise.

[BibT_eX]

[DOI]

Andrei Z. Broder

Massimiliano Ciaramita

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Linear feature-based models for information retrieval.

[BibT_eX]

[DOI]

Inf. Retr., 2007

CIIR Experiments for TREC Legal 2007.

[BibT_eX]

[DOI]

Howard R. Turtle

Proceedings of The Sixteenth Text REtrieval Conference, 2007

Latent concept expansion using markov random fields.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Using gradient descent to optimize language modeling smoothing parameters.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Pseudo-Aligned Multilingual Corpora.

[BibT_eX]

[DOI]

Fernando Diaz

Proceedings of the IJCAI 2007, 2007

Similarity Measures for Short Segments of Text.

[BibT_eX]

[DOI]

Susan T. Dumais

Christopher Meek

Proceedings of the Advances in Information Retrieval, 2007

Automatic feature selection in the markov random field model for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006

Indri TREC Notebook 2006: Lessons Learned From Three Terabyte Tracks.

[BibT_eX]

[DOI]

Trevor Strohman

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Improving the estimation of relevance models using large external corpora.

[BibT_eX]

[DOI]

Fernando Diaz

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Estimation, sensitivity, and generalization in parameterized retrieval models.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Beyond Bags of Words: Modeling Implicit User Preferences in Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Analysis of Statistical Question Classification for Fact-Based Questions.

[BibT_eX]

[DOI]

Inf. Retr., 2005

Indri at TREC 2005: Terabyte Track.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Text REtrieval Conference, 2005

UMass Robust 2005: Using Mixtures of Relevance Models for Query Expansion.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Text REtrieval Conference, 2005

A Markov random field model for term dependencies.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

The recap system for identifying information flow.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Similarity measures for tracking information flow.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004

Combining the language model and inference network approaches to retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2004

Indri at TREC 2004: Terabyte Track.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Text REtrieval Conference, 2004

Formal multiple-bernoulli models for language modeling.

[BibT_eX]

[DOI]

Victor Lavrenko

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

An Inference Network Approach to Image Retrieval.

[BibT_eX]

[DOI]