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JudgeBlender: Ensembling Judgments for Automatic Relevance Assessment
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2024
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Hossein A. Rahmani
Emine Yılmaz
Nick Craswell
Bhaskar Mitra
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SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval
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2024
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Hossein A. Rahmani
Xi Wang
Emine Yilmaz
Nick Craswell
Bhaskar Mitra
Paul Thomas
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LLMJudge: LLMs for Relevance Judgments
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2024
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Hossein A. Rahmani
Emine Yilmaz
Nick Craswell
Bhaskar Mitra
Paul Thomas
Charles L. A. Clarke
Mohammad Aliannejadi
Clemencia Siro
Guglielmo Faggioli
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Report on the 1st Workshop on Large Language Model for Evaluation in
Information Retrieval (LLM4Eval 2024) at SIGIR 2024
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2024
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Hossein A. Rahmani
Clemencia Siro
Mohammad Aliannejadi
Nick Craswell
Charles L. A. Clarke
Guglielmo Faggioli
Bhaskar Mitra
Paul Thomas
Emine Yilmaz
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Towards Group-aware Search Success
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2024
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Haolun Wu
Bhaskar Mitra
Nick Craswell
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PDF
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Synthetic Test Collections for Retrieval Evaluation
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2024
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Hossein A. Rahmani
Nick Craswell
Emine Yilmaz
Bhaskar Mitra
Daniel Campos
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PDF
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Large Language Models can Accurately Predict Searcher Preferences
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2024
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Paul Thomas
Seth Spielman
Nick Craswell
Bhaskar Mitra
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PDF
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A Framework for Exploring the Consequences of AI-Mediated Enterprise Knowledge Access and Identifying Risks to Workers
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2024
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Anna Gausen
Bhaskar Mitra
Siân Lindley
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Sociotechnical Implications of Generative Artificial Intelligence for
Information Access
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2024
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Bhaskar Mitra
Henriette Cramer
Olya Gurevich
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PDF
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Synthetic Test Collections for Retrieval Evaluation
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2024
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Hossein A. Rahmani
Nick Craswell
Emine Yılmaz
Bhaskar Mitra
Daniel Campos
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PDF
Chat
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Towards Group-aware Search Success
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2024
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Haolun Wu
Bhaskar Mitra
Nick Craswell
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PDF
Chat
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Result Diversification in Search and Recommendation: A Survey
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2024
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Haolun Wu
Yansen Zhang
Chen Ma
Fuyuan Lyu
Bowei He
Bhaskar Mitra
Xue Liu
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PDF
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Structured Entity Extraction Using Large Language Models
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2024
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Haolun Wu
Ye Yuan
Liana Mikaelyan
Alexander Meulemans
Xue Liu
James Hensman
Bhaskar Mitra
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PDF
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Three-Stage Adjusted Regression Forecasting (TSARF) for Software Defect
Prediction
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2024
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Shadow Pritchard
Bhaskar Mitra
Vidhyashree Nagaraju
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Through the Looking-Glass: Transparency Implications and Challenges in Enterprise AI Knowledge Systems
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2024
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Karina Cortiñas-Lorenzo
Siân Lindley
Ida Larsen-Ledet
Bhaskar Mitra
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Patterns of Gender-Specializing Query Reformulation
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2023
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Amifa Raj
Bhaskar Mitra
Nick Craswell
Michael D. Ekstrand
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Taking Search to Task
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2023
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Chirag Shah
Ryen W. White
Paul Thomas
Bhaskar Mitra
Shawon Sarkar
Nicholas J. Belkin
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Recall, Robustness, and Lexicographic Evaluation
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2023
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Fernando Díaz
Bhaskar Mitra
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Patterns of gender-specializing query reformulation
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2023
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Amifa Raj
Bhaskar Mitra
Nick Craswell
Michael D. Ekstrand
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Large language models can accurately predict searcher preferences
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2023
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Paul Thomas
Seth Spielman
Nick Craswell
Bhaskar Mitra
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KBFormer: A Diffusion Model for Structured Entity Completion
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2023
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O. Kitouni
Niklas Stefan Nolte
James Hensman
Bhaskar Mitra
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A Framework for Exploring the Consequences of AI-Mediated Enterprise Knowledge Access and Identifying Risks to Workers
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2023
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Anna Gausen
Bhaskar Mitra
Siân Lindley
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PDF
Chat
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Joint Multisided Exposure Fairness for Recommendation
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2022
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Haolun Wu
Bhaskar Mitra
Chen Ma
Fernando Díaz
Xue Liu
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PDF
Chat
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Exposing Query Identification for Search Transparency
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2022
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Ruohan Li
Jianxiang Li
Bhaskar Mitra
Fernando Díaz
Asia J. Biega
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PDF
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Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness
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2022
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Nicola Neophytou
Bhaskar Mitra
Catherine Stinson
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PDF
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Less is Less: When are Snippets Insufficient for Human vs Machine Relevance Estimation?
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2022
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Gabriella Kazai
Bhaskar Mitra
Anlei Dong
Nick Craswell
Linjun Yang
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Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems
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2022
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Sebastian Hofstätter
Nick Craswell
Bhaskar Mitra
Hamed Zamani
Allan Hanbury
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Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?
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2022
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Gabriella Kazai
Bhaskar Mitra
Anlei Dong
Nick Craswell
Linjun Yang
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Ethical and Social Considerations in Automatic Expert Identification and People Recommendation in Organizational Knowledge Management Systems
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2022
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Ida Larsen-Ledet
Bhaskar Mitra
Siân Lindley
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Joint Multisided Exposure Fairness for Recommendation
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2022
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Haolun Wu
Bhaskar Mitra
Chen Ma
Fernando Díaz
Xue Liu
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PDF
Chat
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MS MARCO: Benchmarking Ranking Models in the Large-Data Regime
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2021
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Nick Craswell
Bhaskar Mitra
Emine Yılmaz
Daniel Campos
Jimmy Lin
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PDF
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Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence
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2021
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Bhaskar Mitra
Sebastian Hofstätter
Hamed Zamani
Nick Craswell
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PDF
Chat
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TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime
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2021
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Nick Craswell
Bhaskar Mitra
Emine Yılmaz
Daniel Campos
Ellen M. Voorhees
Ian Soboroff
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PDF
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Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard
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2021
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Jimmy Lin
Daniel Campos
Nick Craswell
Bhaskar Mitra
Emine Yılmaz
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PDF
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Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models
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2021
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Daniel Cohen
Bhaskar Mitra
Oleg Lesota
Navid Rekabsaz
Carsten Eickhoff
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PDF
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Neural methods for effective, efficient, and exposure-aware information retrieval
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2021
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Bhaskar Mitra
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Multi-FR: A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation.
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2021
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Haolun Wu
Chen Ma
Bhaskar Mitra
Fernando Díaz
Xue Liu
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Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification
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2021
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Jaime Arguello
Adam Ferguson
Emery Fine
Bhaskar Mitra
Hamed Zamani
Fernando Díaz
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Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard
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2021
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Jimmy Lin
Daniel Campos
Nick Craswell
Bhaskar Mitra
Emine Yılmaz
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MS MARCO: Benchmarking Ranking Models in the Large-Data Regime
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2021
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Nick Craswell
Bhaskar Mitra
Emine Yılmaz
Daniel Campos
Jimmy Lin
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Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking
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2021
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Sebastian Hofstätter
Bhaskar Mitra
Hamed Zamani
Nick Craswell
Allan Hanbury
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Overview of the TREC 2020 deep learning track
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2021
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Nick Craswell
Bhaskar Mitra
Emine Yilmaz
Daniel Campos
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Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness
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2021
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Nicola Neophytou
Bhaskar Mitra
Catherine Stinson
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TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime
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2021
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Nick Craswell
Bhaskar Mitra
Emine Yılmaz
Daniel Campos
Ellen M. Voorhees
Ian Soboroff
|
+
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Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence
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2021
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Bhaskar Mitra
Sebastian Hofstätter
Hamed Zamani
Nick Craswell
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Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation
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2021
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Haolun Wu
Chen Ma
Bhaskar Mitra
Fernando Díaz
Xue Liu
|
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Exposing Query Identification for Search Transparency
|
2021
|
Ruohan Li
Jianxiang Li
Bhaskar Mitra
Fernando Díaz
Asia J. Biega
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Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval
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2020
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Bhaskar Mitra
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PDF
Chat
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Evaluating Stochastic Rankings with Expected Exposure
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2020
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Fernando Díaz
Bhaskar Mitra
Michael D. Ekstrand
Asia J. Biega
Ben Carterette
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PDF
Chat
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ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search
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2020
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Nick Craswell
Daniel Campos
Bhaskar Mitra
Emine Yılmaz
Bodo Billerbeck
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Semantic Product Search for Matching Structured Product Catalogs in E-Commerce.
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2020
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Jason Ingyu Choi
Surya Kallumadi
Bhaskar Mitra
Eugene Agichtein
Faizan Javed
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PDF
Chat
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Analyzing and Learning from User Interactions for Search Clarification
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2020
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Hamed Zamani
Bhaskar Mitra
Everest Chen
Gord Lueck
Fernando Díaz
Paul N. Bennett
Nick Craswell
Susan Dumais
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PDF
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On the Reliability of Test Collections for Evaluating Systems of Different Types
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2020
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Emine Yılmaz
Nick Craswell
Bhaskar Mitra
Daniel Campos
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PDF
Chat
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Local Self-Attention over Long Text for Efficient Document Retrieval
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2020
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Sebastian Hofstätter
Hamed Zamani
Bhaskar Mitra
Nick Craswell
Allan Hanbury
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Conformer-Kernel with Query Term Independence for Document Retrieval.
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2020
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Bhaskar Mitra
Sebastian Hofstätter
Hamed Zamani
Nick Craswell
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ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search
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2020
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Nick Craswell
Daniel Campos
Bhaskar Mitra
Emine Yılmaz
Bodo Billerbeck
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Overview of the TREC 2019 deep learning track.
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2020
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Nick Craswell
Bhaskar Mitra
Emine Yılmaz
Daniel Campos
Ellen M. Voorhees
|
+
PDF
Chat
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Overview of the TREC 2019 deep learning track
|
2020
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Nick Craswell
Bhaskar Mitra
Emine Yılmaz
Daniel Campos
Ellen M. Voorhees
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Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track
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2020
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Bhaskar Mitra
Sebastian Hofstätter
Hamed Zamani
Nick Craswell
|
+
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Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval
|
2020
|
Bhaskar Mitra
|
+
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Semantic Product Search for Matching Structured Product Catalogs in E-Commerce
|
2020
|
Jason Ingyu Choi
Surya Kallumadi
Bhaskar Mitra
Eugene Agichtein
Faizan Javed
|
+
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Conformer-Kernel with Query Term Independence for Document Retrieval
|
2020
|
Bhaskar Mitra
Sebastian Hofstätter
Hamed Zamani
Nick Craswell
|
+
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ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search
|
2020
|
Nick Craswell
Daniel Campos
Bhaskar Mitra
Emine Yılmaz
Bodo Billerbeck
|
+
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Analyzing and Learning from User Interactions for Search Clarification
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2020
|
Hamed Zamani
Bhaskar Mitra
Everest Chen
Gord Lueck
Fernando Díaz
Paul N. Bennett
Nick Craswell
Susan Dumais
|
+
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Local Self-Attention over Long Text for Efficient Document Retrieval
|
2020
|
Sebastian Hofstätter
Hamed Zamani
Bhaskar Mitra
Nick Craswell
Allan Hanbury
|
+
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On the Reliability of Test Collections for Evaluating Systems of Different Types
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2020
|
Emine Yılmaz
Nick Craswell
Bhaskar Mitra
Daniel Campos
|
+
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Duet at TREC 2019 Deep Learning Track
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2019
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Bhaskar Mitra
Nick Craswell
|
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PDF
Chat
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Report on the First HIPstIR Workshop on the Future of Information Retrieval
|
2019
|
Laura Dietz
Bhaskar Mitra
Jeremy Pickens
Hana Anber
Sandeep Avula
Asia J. Biega
Adrian Boteanu
Shubham Chatterjee
Jeff Dalton
Laura Dietz
|
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PDF
Chat
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An Axiomatic Approach to Regularizing Neural Ranking Models
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2019
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Corby Rosset
Bhaskar Mitra
Chenyan Xiong
Nick Craswell
Song Xia
Saurabh Tiwary
|
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Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks
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2019
|
Bhaskar Mitra
Corby Rosset
David Hawking
Nick Craswell
Fernando Díaz
Emine Yılmaz
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An Updated Duet Model for Passage Re-ranking
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2019
|
Bhaskar Mitra
Nick Craswell
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+
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Duet at TREC 2019 Deep Learning Track
|
2019
|
Bhaskar Mitra
Nick Craswell
|
+
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An Axiomatic Approach to Regularizing Neural Ranking Models
|
2019
|
Corby Rosset
Bhaskar Mitra
Chenyan Xiong
Nick Craswell
Song Xia
Saurabh Tiwary
|
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Report on the First HIPstIR Workshop on the Future of Information Retrieval
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2019
|
Laura Dietz
Bhaskar Mitra
Jeremy Pickens
Hana Anber
Sandeep Avula
Asia J. Biega
Adrian Boteanu
Shubham Chatterjee
Jeff Dalton
Shiri Dori-Hacohen
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+
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Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks
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2019
|
Bhaskar Mitra
Corby Rosset
David Hawking
Nick Craswell
Fernando Díaz
Emine Yılmaz
|
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A Line in the Sand: Recommendation or Ad-hoc Retrieval?
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2018
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Surya Kallumadi
Bhaskar Mitra
Tereza Iofciu
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+
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Cross Domain Regularization for Neural Ranking Models using Adversarial Learning
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2018
|
Daniel Cohen
Bhaskar Mitra
Katja Hofmann
W. Bruce Croft
|
+
PDF
Chat
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Optimizing Query Evaluations Using Reinforcement Learning for Web Search
|
2018
|
Corby Rosset
Damien Jose
Gargi Ghosh
Bhaskar Mitra
Saurabh Tiwary
|
+
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Cross Domain Regularization for Neural Ranking Models Using Adversarial Learning.
|
2018
|
Daniel Cohen
Bhaskar Mitra
Katja Hofmann
W. Bruce Croft
|
+
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Optimizing Query Evaluations using Reinforcement Learning for Web Search
|
2018
|
Corby Rosset
Damien Jose
Gargi Ghosh
Bhaskar Mitra
Saurabh Tiwary
|
+
PDF
Chat
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Neural Ranking Models with Multiple Document Fields
|
2018
|
Hamed Zamani
Bhaskar Mitra
Song Xia
Nick Craswell
Saurabh Tiwary
|
+
PDF
Chat
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Neural Networks for Information Retrieval
|
2018
|
Tom Kenter
Alexey Borisov
C Gysel
Mostafa Dehghani
Maarten de Rijke
Bhaskar Mitra
|
+
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A Line in the Sand: Recommendation or Ad-hoc Retrieval?
|
2018
|
Surya Kallumadi
Bhaskar Mitra
Tereza Iofciu
|
+
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Optimizing Query Evaluations using Reinforcement Learning for Web Search
|
2018
|
Corby Rosset
Damien Jose
Gargi Ghosh
Bhaskar Mitra
Saurabh Tiwary
|
+
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Cross Domain Regularization for Neural Ranking Models Using Adversarial Learning
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2018
|
Daniel A. Cohen
Bhaskar Mitra
Katja Hofmann
W. Bruce Croft
|
+
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Neural Networks for Information Retrieval
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2018
|
Tom Kenter
Alexey Borisov
C Gysel
Mostafa Dehghani
Maarten de Rijke
Bhaskar Mitra
|
+
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Neural Ranking Models with Multiple Document Fields
|
2017
|
Hamed Zamani
Bhaskar Mitra
Song Xia
Nick Craswell
Saurabh Tiwary
|
+
PDF
Chat
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Reply With
|
2017
|
C Gysel
Bhaskar Mitra
Matteo Venanzi
Roy Rosemarin
Grzegorz Kukła
Piotr Grudzien
Nicola Cancedda
|
+
PDF
Chat
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Benchmark for Complex Answer Retrieval
|
2017
|
Federico Nanni
Bhaskar Mitra
Matt Magnusson
Laura Dietz
|
+
PDF
Chat
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Neural Networks for Information Retrieval
|
2017
|
Tom Kenter
Alexey Borisov
C Gysel
Mostafa Dehghani
Maarten de Rijke
Bhaskar Mitra
|
+
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Toward Incorporation of Relevant Documents in word2vec
|
2017
|
Navid Rekabsaz
Bhaskar Mitra
Mihai Lupu
Allan Hanbury
|
+
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Neural Models for Information Retrieval
|
2017
|
Bhaskar Mitra
Nick Craswell
|
+
PDF
Chat
|
Learning to Match using Local and Distributed Representations of Text for Web Search
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2017
|
Bhaskar Mitra
Fernando Díaz
Nick Craswell
|
+
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Luandri: a Clean Lua Interface to the Indri Search Engine
|
2017
|
Bhaskar Mitra
Fernando Díaz
Nick Craswell
|
+
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Neural Networks for Information Retrieval
|
2017
|
Tom Kenter
Alexey Borisov
C Gysel
Mostafa Dehghani
Maarten de Rijke
Bhaskar Mitra
|
+
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Neural Ranking Models with Multiple Document Fields
|
2017
|
Hamed Zamani
Bhaskar Mitra
Song Xia
Nick Craswell
Saurabh Tiwary
|
+
|
Toward Incorporation of Relevant Documents in word2vec
|
2017
|
Navid Rekabsaz
Bhaskar Mitra
Mihai Lupu
Allan Hanbury
|
+
|
Benchmark for Complex Answer Retrieval
|
2017
|
Federico Nanni
Bhaskar Mitra
Matt Magnusson
Laura Dietz
|
+
|
Neural Models for Information Retrieval
|
2017
|
Bhaskar Mitra
Nick Craswell
|
+
|
Learning to Match Using Local and Distributed Representations of Text for Web Search
|
2016
|
Bhaskar Mitra
Fernando Díaz
Nick Craswell
|
+
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Query Expansion with Locally-Trained Word Embeddings
|
2016
|
Fernando Díaz
Bhaskar Mitra
Nick Craswell
|
+
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A Dual Embedding Space Model for Document Ranking
|
2016
|
Bhaskar Mitra
Eric Nalisnick
Nick Craswell
Rich Caruana
|
+
PDF
Chat
|
Query Expansion with Locally-Trained Word Embeddings
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2016
|
Fernando Díaz
Bhaskar Mitra
Nick Craswell
|
+
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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
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2016
|
Payal Bajaj
Daniel Campos
Nick Craswell
Li Deng
Jianfeng Gao
Xiaodong Liu
Rangan Majumder
Andrew McNamara
Bhaskar Mitra
Tri Gia Nguyen
|
+
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Query Expansion with Locally-Trained Word Embeddings
|
2016
|
Fernando Díaz
Bhaskar Mitra
Nick Craswell
|
+
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Learning to Match Using Local and Distributed Representations of Text for Web Search
|
2016
|
Bhaskar Mitra
Fernando Díaz
Nick Craswell
|