TREC Deep Learning Track: Reusable Test Collections in the Large Data
Regime

TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime

19 April 2021

Daniel Fernando Campos

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Papers citing "TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime"

15 / 15 papers shown

Title
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets Mandeep Rathee Venktesh V Sean MacAvaney Avishek Anand KELM 60 2 0 12 Apr 2025
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking Chris Samarinas Hamed Zamani ALM LRM 161 2 0 04 Apr 2025
Variations in Relevance Judgments and the Shelf Life of Test Collections Andrew Parry Maik Fröbe Harrisen Scells Ferdinand Schlatt Guglielmo Faggioli Saber Zerhoudi Sean MacAvaney Eugene Yang 77 2 0 28 Feb 2025
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos Jimmy J. Lin ALM 68 66 0 09 May 2021
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 46 8 0 19 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 127 388 0 15 Feb 2021
Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 42 4 0 14 Nov 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 383 627 0 13 Oct 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 53 21 0 20 Jul 2020
ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search Nick Craswell Daniel Fernando Campos Bhaskar Mitra Emine Yilmaz B. Billerbeck 64 82 0 09 Jun 2020
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 232 8,444 0 19 Jun 2019
An Updated Duet Model for Passage Re-ranking Bhaskar Mitra Nick Craswell 54 49 0 18 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 145 2,741 0 28 Nov 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 177 4,630 0 06 Jul 2016