Learning to Enrich Query Representation with Pseudo-Relevance Feedback for Cross-lingual Retrieval

Author:

Chandradevan Ramraj1,Yang Eugene2,Yarmohammadi Mahsa2,Agichtein Eugene1

Affiliation:

1. Emory University, Atlanta, GA, USA

2. Johns Hopkins University, Baltimore, MD, USA

Funder

IARPA BETTER

Publisher

ACM

Reference28 articles.

1. SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

2. Zewen Chi , Li Dong , Bo Zheng , Shaohan Huang , Xian-Ling Mao , Heyan Huang , and Furu Wei . 2021. Improving pretrained cross-lingual language models via self-labeled word alignment. arXiv preprint arXiv:2106.06381 ( 2021 ). Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, and Furu Wei. 2021. Improving pretrained cross-lingual language models via self-labeled word alignment. arXiv preprint arXiv:2106.06381 (2021).

3. Unsupervised Cross-lingual Representation Learning at Scale

4. Cash Costello , Eugene Yang , Dawn Lawrie , and James Mayfield . 2022 . Patapasco: A Python Framework for Cross-Language Information Retrieval Experiments. arXiv:2201.09996 [cs.IR] Cash Costello, Eugene Yang, Dawn Lawrie, and James Mayfield. 2022. Patapasco: A Python Framework for Cross-Language Information Retrieval Experiments. arXiv:2201.09996 [cs.IR]

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. ArXiv abs/1810.04805 (2019). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. ArXiv abs/1810.04805 (2019).

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1. Retrieval Augmented Zero-Shot Text Classification;Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval;2024-08-02

2. KEIR @ ECIR 2024: The First Workshop on Knowledge-Enhanced Information Retrieval;Lecture Notes in Computer Science;2024

3. Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense Retrieval;Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval;2023-07-18

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