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This is the first year of the TREC Neural CLIR (NeuCLIR) track, which aims to study the impact of neural approaches to cross-language information retrieval.
A coefficient of agreement for nominal scales
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A TREC evaluation of query translation methods for multi-lingual text retrieval. In Fourth Text Retrieval Conference , Vol. 483
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How reliable are the results of large-scale information retrieval experiments?. In Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval . 307–314
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Understanding interobserver agreement: the kappa statistic
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Bias and the limits of pooling for large collections
Chris Buckley, Darrin Dimmick, Ian Soboroff, and Ellen Voorhees. 2007 · 2007
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Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval
Shigehiko Schamoni, Felix Hieber, Artem Sokolov, and Stefan Riezler. 2014 · 2014
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Engineering quality and reliability in technology-assisted review. In Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval . 75–84
Gordon V Cormack and Maura R Grossman. 2016 · 2016
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Language and Dialect Discrimination Using Compression-Inspired Language Models. In Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial3) . The COLING 2016 Organizing Committee, Osaka, Japan, 195–203
Paul McNamee. 2016 · 2016
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A System for Efficient High-Recall Retrieval. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval . ACM, 1317–1320
Mustafa Abualsaud, Nimesh Ghelani, Haotian Zhang, Mark D Smucker, Gordon V Cormack, and Maura R Grossman. 2018 · 2018
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Information Retrieval Evaluation in a Changing World: Lessons Learned from 20 Years of CLEF . Vol. 41
Nicola Ferro and Carol Peters. 2019 · 2019
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Declarative Experimentation inInformation Retrieval using PyTerrier. In Proceedings of ICTIR 2020
Craig Macdonald and Nicola Tonellotto. 2020 · 2020
Cited alongside, same era.
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Online, 4160–4170
Shuo Sun and Kevin Duh. 2020 · 2020
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mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
Luiz Bonifacio, Vitor Jeronymo, Hugo Queiroz Abonizio, Israel Campiotti, Marzieh Fadaee, Roberto Lotufo, and Rodrigo Nogueira. 2021 · 2021
Cited alongside, same era.
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval . Association for Computing Machinery, New York, NY, USA, 2288–2292
Thibault Formal, Benjamin Piwowarski, and Stéphane Clinchant. 2021 · 2021
Cited alongside, same era.
Huawei Noah’s Ark Lab At TREC NeuCLIR 2022. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Ehsan Kamalloo, David Alfonso-Hermelo, and Mehdi Rezagholizadeh. 2022 · 2022
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Naver Labs Europe (SPLADE) @ TREC NeuCLIR 2022. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Carlos Lassance and Stephane Clinchant. 2022 · 2022
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HC4: A New Suite of Test Collections for Ad Hoc CLIR. In Proceedings of the 44th European Conference on Information Retrieval (ECIR)
Dawn Lawrie, James Mayfield, Douglas W. Oard, and Eugene Yang. 2022 · 2022
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Non-Neural Baseline Experiments for CLIR at TREC 2022. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Paul McNamee. 2022 · 2022
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Probabilistic Structured Queries: The University of Maryland at the TREC 2022 NeuCLIR Track. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
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KASYS at the TREC 2022 NeuCLIR Track. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Kenya Abe, Kohei Shinden, and Makoto P. Kato. 2022 · 2022
Cited alongside, same era.
Extremely Fast Fine-Tuning for Cross Language Information Retrieval via Generalized Canonical Correlation. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
John M. Conroy, Neil P. Molino, and Julia S. Yang. 2022 · 2022
Cited alongside, same era.
Patapasco: A Python Framework for Cross-Language Information Retrieval Experiments. In Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II (Stavanger, Norway). Springer-Verlag, Berlin, Heidelberg, 276–280
Cash Costello, Eugene Yang, Dawn Lawrie, and James Mayfield. 2022 · 2022
Cited alongside, same era.
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen, Guillaume Wenzek, Da Ju, Sanjana Krishnan, Marc’Aurelio Ranzato, Francisco Guzmán, and Angela Fan. 2022 · 2022
Cited alongside, same era.
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual Retrieval. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Vitor Jeronymo, Roberto Lotufo, and Rodrigo Nogueira. 2022 · 2022
Cited alongside, same era.
CFDA & CLIP at TREC 2022 NeuCLIR Track. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Jia-Huei Ju, Wei-Chih Chen, Heng-Ta Chang, Cheng-Wei Lin, Ming-Feng Tsai, and Chuan-Ju Wang. 2022 · 2022
Cited alongside, same era.
Suraj Nair and Douglas W. Oard. 2022 · 2022
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HLTCOE at TREC 2022 NeuCLIR Track. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Eugene Yang, Dawn Lawrie, and James Mayfield. 2022 · 2022
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HNUST @ TREC NeuCLIR 2022. In Proceedings of The Fifteenth Text REtrieval Conference Proceedings (TREC 2022)
Ge Zhang, Qiwen Ye, Mengmeng Wang, and Dong Zhou. 2022b · 2022
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Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, and Jimmy Lin. 2022a · 2022
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Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval
Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, et al · 2023
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