What Drives Cross-lingual Ranking? Retrieval Approaches with Multilingual Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Goworek, Roksana, Macmillan-Scott, Olivia, Özyiğit, Eda B. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs
by: Goworek, Roksana, et al.
Published: (2025)
by: Goworek, Roksana, et al.
Published: (2025)
Generative Query Expansion with Multilingual LLMs for Cross-Lingual Information Retrieval
by: Macmillan-Scott, Olivia, et al.
Published: (2025)
by: Macmillan-Scott, Olivia, et al.
Published: (2025)
Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval
by: Elmahdy, Adel, et al.
Published: (2024)
by: Elmahdy, Adel, et al.
Published: (2024)
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
by: Thakur, Nandan, et al.
Published: (2023)
by: Thakur, Nandan, et al.
Published: (2023)
Multilingual Information Retrieval with a Monolingual Knowledge Base
by: Zhuang, Yingying, et al.
Published: (2025)
by: Zhuang, Yingying, et al.
Published: (2025)
LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval
by: Ahmadi, Narges Baba, et al.
Published: (2026)
by: Ahmadi, Narges Baba, et al.
Published: (2026)
Are LLMs Truly Multilingual? Exploring Zero-Shot Multilingual Capability of LLMs for Information Retrieval: An Italian Healthcare Use Case
by: Kembu, Vignesh Kumar, et al.
Published: (2025)
by: Kembu, Vignesh Kumar, et al.
Published: (2025)
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion
by: Liu, Lingyuan, et al.
Published: (2025)
by: Liu, Lingyuan, et al.
Published: (2025)
Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios
by: Pavlova, Vera, et al.
Published: (2025)
by: Pavlova, Vera, et al.
Published: (2025)
Dense X Retrieval: What Retrieval Granularity Should We Use?
by: Chen, Tong, et al.
Published: (2023)
by: Chen, Tong, et al.
Published: (2023)
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
by: Zhang, Yunyi, et al.
Published: (2025)
by: Zhang, Yunyi, et al.
Published: (2025)
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models
by: Shi, Zhengliang, et al.
Published: (2025)
by: Shi, Zhengliang, et al.
Published: (2025)
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
by: Sharma, Nikhil, et al.
Published: (2024)
by: Sharma, Nikhil, et al.
Published: (2024)
WebFAQ: A Multilingual Collection of Natural Q&A Datasets for Dense Retrieval
by: Dinzinger, Michael, et al.
Published: (2025)
by: Dinzinger, Michael, et al.
Published: (2025)
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
by: Tang, Qiaoyu, et al.
Published: (2024)
by: Tang, Qiaoyu, et al.
Published: (2024)
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation
by: Kim, To Eun, et al.
Published: (2024)
by: Kim, To Eun, et al.
Published: (2024)
Quantifying Divergence in Inter-LLM Communication Through API Retrieval and Ranking
by: Al-Masri, Eyhab
Published: (2026)
by: Al-Masri, Eyhab
Published: (2026)
Grounding Language Model with Chunking-Free In-Context Retrieval
by: Qian, Hongjin, et al.
Published: (2024)
by: Qian, Hongjin, et al.
Published: (2024)
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
by: Jeong, Minbyul, et al.
Published: (2024)
by: Jeong, Minbyul, et al.
Published: (2024)
A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models
by: Wei, Qikai, et al.
Published: (2025)
by: Wei, Qikai, et al.
Published: (2025)
WebFAQ 2.0: A Multilingual QA Dataset with Mined Hard Negatives for Dense Retrieval
by: Dinzinger, Michael, et al.
Published: (2026)
by: Dinzinger, Michael, et al.
Published: (2026)
Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking
by: Feng, Jun, et al.
Published: (2026)
by: Feng, Jun, et al.
Published: (2026)
CLARINET: Augmenting Language Models to Ask Clarification Questions for Retrieval
by: Chi, Yizhou, et al.
Published: (2024)
by: Chi, Yizhou, et al.
Published: (2024)
Thinking Ahead: Prospection-Guided Retrieval of Memory with Language Models
by: Chopra, Harshita, et al.
Published: (2026)
by: Chopra, Harshita, et al.
Published: (2026)
In-context Learning with Retrieved Demonstrations for Language Models: A Survey
by: Luo, Man, et al.
Published: (2024)
by: Luo, Man, et al.
Published: (2024)
DocReLM: Mastering Document Retrieval with Language Model
by: Wei, Gengchen, et al.
Published: (2024)
by: Wei, Gengchen, et al.
Published: (2024)
Optimizing What Matters: AUC-Driven Learning for Robust Neural Retrieval
by: Sheikholeslami, Nima, et al.
Published: (2025)
by: Sheikholeslami, Nima, et al.
Published: (2025)
fact check AI at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-checked Claim Retrieval
by: Rastogi, Pranshu
Published: (2025)
by: Rastogi, Pranshu
Published: (2025)
DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
by: Guan, Xinyan, et al.
Published: (2025)
by: Guan, Xinyan, et al.
Published: (2025)
A Survey on Retrieval-Augmented Text Generation for Large Language Models
by: Huang, Yizheng, et al.
Published: (2024)
by: Huang, Yizheng, et al.
Published: (2024)
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
by: Kang, Mintong, et al.
Published: (2024)
by: Kang, Mintong, et al.
Published: (2024)
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation
by: Kachuee, Mohammad, et al.
Published: (2024)
by: Kachuee, Mohammad, et al.
Published: (2024)
Cross-Document Topic-Aligned Chunking for Retrieval-Augmented Generation
by: Stankovic, Mile
Published: (2025)
by: Stankovic, Mile
Published: (2025)
Hybrid Retrieval for Hallucination Mitigation in Large Language Models: A Comparative Analysis
by: Mala, Chandana Sree, et al.
Published: (2025)
by: Mala, Chandana Sree, et al.
Published: (2025)
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
by: Zhang, Qinggang, et al.
Published: (2025)
by: Zhang, Qinggang, et al.
Published: (2025)
URAG: A Benchmark for Uncertainty Quantification in Retrieval-Augmented Large Language Models
by: Nguyen, Vinh, et al.
Published: (2026)
by: Nguyen, Vinh, et al.
Published: (2026)
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring
by: Wang, Zifan, et al.
Published: (2024)
by: Wang, Zifan, et al.
Published: (2024)
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
by: Xu, Shicheng, et al.
Published: (2024)
by: Xu, Shicheng, et al.
Published: (2024)
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
by: Lee, Jinhyuk, et al.
Published: (2024)
by: Lee, Jinhyuk, et al.
Published: (2024)
Benchmarking Information Retrieval Models on Complex Retrieval Tasks
by: Killingback, Julian, et al.
Published: (2025)
by: Killingback, Julian, et al.
Published: (2025)
Similar Items
-
Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs
by: Goworek, Roksana, et al.
Published: (2025) -
Generative Query Expansion with Multilingual LLMs for Cross-Lingual Information Retrieval
by: Macmillan-Scott, Olivia, et al.
Published: (2025) -
Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval
by: Elmahdy, Adel, et al.
Published: (2024) -
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
by: Thakur, Nandan, et al.
Published: (2023) -
Multilingual Information Retrieval with a Monolingual Knowledge Base
by: Zhuang, Yingying, et al.
Published: (2025)