Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs
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
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)
What Drives Cross-lingual Ranking? Retrieval Approaches with Multilingual Language Models
by: Goworek, Roksana, et al.
Published: (2025)
by: Goworek, Roksana, et al.
Published: (2025)
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)
The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora
by: Amiraz, Chen, et al.
Published: (2025)
by: Amiraz, Chen, et al.
Published: (2025)
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)
ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
by: Zhang, Xiaohui, et al.
Published: (2026)
by: Zhang, Xiaohui, et al.
Published: (2026)
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)
KG-RAG: Bridging the Gap Between Knowledge and Creativity
by: Sanmartin, Diego
Published: (2024)
by: Sanmartin, Diego
Published: (2024)
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)
JADE: Bridging the Strategic-Operational Gap in Dynamic Agentic RAG
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
Bridge-RAG: An Abstract Bridge Tree Based Retrieval Augmented Generation Algorithm
by: Li, Zihang, et al.
Published: (2026)
by: Li, Zihang, et al.
Published: (2026)
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)
Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation
by: Balog, Krisztian, et al.
Published: (2025)
by: Balog, Krisztian, et al.
Published: (2025)
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
by: Fan, Wenqi, et al.
Published: (2024)
by: Fan, Wenqi, et al.
Published: (2024)
Language Bias in Information Retrieval: The Nature of the Beast and Mitigation Methods
by: Yang, Jinrui, et al.
Published: (2025)
by: Yang, Jinrui, et al.
Published: (2025)
Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs
by: Thakur, Nandan, et al.
Published: (2025)
by: Thakur, Nandan, et al.
Published: (2025)
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)
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)
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
by: Xu, Peng, et al.
Published: (2024)
by: Xu, Peng, et al.
Published: (2024)
Retrieval-Augmented Generation by Evidence Retroactivity in LLMs
by: Xiao, Liang, et al.
Published: (2025)
by: Xiao, Liang, et al.
Published: (2025)
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents
by: Valentini, Francisco, et al.
Published: (2025)
by: Valentini, Francisco, et al.
Published: (2025)
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language
by: Wojtasik, Konrad, et al.
Published: (2023)
by: Wojtasik, Konrad, et al.
Published: (2023)
Evaluating Large Language Models for Cross-Lingual Retrieval
by: Zuo, Longfei, et al.
Published: (2025)
by: Zuo, Longfei, et al.
Published: (2025)
Mapping Transformer Leveraged Embeddings for Cross-Lingual Document Representation
by: Tashu, Tsegaye Misikir, et al.
Published: (2024)
by: Tashu, Tsegaye Misikir, et al.
Published: (2024)
DynaRAG: Bridging Static and Dynamic Knowledge in Retrieval-Augmented Generation
by: Liang, Penghao, et al.
Published: (2026)
by: Liang, Penghao, et al.
Published: (2026)
SwasthLLM: a Unified Cross-Lingual, Multi-Task, and Meta-Learning Zero-Shot Framework for Medical Diagnosis Using Contrastive Representations
by: Sar, Ayan, et al.
Published: (2025)
by: Sar, Ayan, et al.
Published: (2025)
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
by: Lan, Junwei, et al.
Published: (2025)
by: Lan, Junwei, et al.
Published: (2025)
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)
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)
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective
by: Jin, Bowen, et al.
Published: (2025)
by: Jin, Bowen, et al.
Published: (2025)
Benchmarking Information Retrieval Models on Complex Retrieval Tasks
by: Killingback, Julian, et al.
Published: (2025)
by: Killingback, Julian, et al.
Published: (2025)
Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning
by: Park, Sangkwon, et al.
Published: (2026)
by: Park, Sangkwon, et al.
Published: (2026)
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)
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning
by: Lepagnol, Pierre, et al.
Published: (2025)
by: Lepagnol, Pierre, et al.
Published: (2025)
RAG-based Architectures for Drug Side Effect Retrieval in LLMs
by: Nygren, Shad, et al.
Published: (2025)
by: Nygren, Shad, et al.
Published: (2025)
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline
by: Chen, Peter Baile, et al.
Published: (2025)
by: Chen, Peter Baile, et al.
Published: (2025)
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling
by: Zhang, Hengran, et al.
Published: (2025)
by: Zhang, Hengran, et al.
Published: (2025)
PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
by: Nahid, Md Mahadi Hasan, et al.
Published: (2025)
by: Nahid, Md Mahadi Hasan, et al.
Published: (2025)
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
by: Li, Zijian, et al.
Published: (2024)
by: Li, Zijian, et al.
Published: (2024)
Similar Items
-
Generative Query Expansion with Multilingual LLMs for Cross-Lingual Information Retrieval
by: Macmillan-Scott, Olivia, et al.
Published: (2025) -
What Drives Cross-lingual Ranking? Retrieval Approaches with Multilingual Language Models
by: Goworek, Roksana, et al.
Published: (2025) -
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) -
The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora
by: Amiraz, Chen, et al.
Published: (2025) -
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
by: Thakur, Nandan, et al.
Published: (2023)