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multilingual retrieval

47 papers

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cross-lingual retrieval (125) information retrieval (1493) dense retrieval (270) zero-shot learning (3637) contrastive learning (3979) cross-lingual information retrieval (31) large language model (12755) zero-shot retrieval (51) cross-lingual transfer (1468) multimodal learning (4622)

Papers

Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever EMNLP 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024
Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval EMNLP 2024
Retrieval-augmented generation in multilingual settings ACL 2024
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data ACL 2023
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages EMNLP 2023
CLIPPO: Image-and-Language Understanding From Pixels Only CVPR 2023
Evaluating Embedding APIs for Information Retrieval ACL 2023
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022
Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples EMNLP 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval COLING 2022
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval Dataset COLING 2022
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages EMNLP 2022
Entity Retrieval from Multilingual Knowledge Graphs EMNLP 2022
Ask Me Anything in Your Native Language NAACL 2022
XOR QA: Cross-lingual Open-Retrieval Question Answering NAACL 2021
Graph-based Multilingual Product Retrieval in E-Commerce Search NAACL 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
MFAQ: a Multilingual FAQ Dataset EMNLP 2021
Cross-Lingual Learning-to-Rank with Shared Representations NAACL 2018
Cross-lingual Information Retrieval Using Hidden Markov Models EMNLP 2000