Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Hengle, Amey, Bajpai, Prasoon, Dan, Soham, Chakraborty, Tanmoy |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacks
by: Hengle, Amey, et al.
Published: (2025)
by: Hengle, Amey, et al.
Published: (2025)
Multilingual Test-Time Scaling via Initial Thought Transfer
by: Bajpai, Prasoon, et al.
Published: (2025)
by: Bajpai, Prasoon, et al.
Published: (2025)
Needle in the Haystack for Memory Based Large Language Models
by: Nelson, Elliot, et al.
Published: (2024)
by: Nelson, Elliot, et al.
Published: (2024)
Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages
by: Bajpai, Ashutosh, et al.
Published: (2024)
by: Bajpai, Ashutosh, et al.
Published: (2024)
Information Anxiety in Large Language Models
by: Bajpai, Prasoon, et al.
Published: (2024)
by: Bajpai, Prasoon, et al.
Published: (2024)
Temporally Consistent Factuality Probing for Large Language Models
by: Bajpai, Ashutosh, et al.
Published: (2024)
by: Bajpai, Ashutosh, et al.
Published: (2024)
Diversity Augmentation of Dynamic User Preference Data for Boosting Personalized Text Summarizers
by: Chatterjee, Parthiv, et al.
Published: (2025)
by: Chatterjee, Parthiv, et al.
Published: (2025)
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
by: Wang, Hengyi, et al.
Published: (2024)
by: Wang, Hengyi, et al.
Published: (2024)
Multilingual Language Models Encode Script Over Linguistic Structure
by: Verma, Aastha A K, et al.
Published: (2026)
by: Verma, Aastha A K, et al.
Published: (2026)
On the Calibration of Multilingual Question Answering LLMs
by: Yang, Yahan, et al.
Published: (2023)
by: Yang, Yahan, et al.
Published: (2023)
DENIAHL: In-Context Features Influence LLM Needle-In-A-Haystack Abilities
by: Dai, Hui, et al.
Published: (2024)
by: Dai, Hui, et al.
Published: (2024)
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack
by: Xu, Xiaoyue, et al.
Published: (2024)
by: Xu, Xiaoyue, et al.
Published: (2024)
Investigating the Multilingual Calibration Effects of Language Model Instruction-Tuning
by: Huang, Jerry, et al.
Published: (2026)
by: Huang, Jerry, et al.
Published: (2026)
CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMs
by: Hengle, Amey, et al.
Published: (2025)
by: Hengle, Amey, et al.
Published: (2025)
Hidden in the Haystack: Smaller Needles are More Difficult for LLMs to Find
by: Bianchi, Owen, et al.
Published: (2025)
by: Bianchi, Owen, et al.
Published: (2025)
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models
by: Chua, Lynn, et al.
Published: (2024)
by: Chua, Lynn, et al.
Published: (2024)
How Multilingual Are Large Language Models Fine-Tuned for Translation?
by: Richburg, Aquia, et al.
Published: (2024)
by: Richburg, Aquia, et al.
Published: (2024)
Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries
by: Vodrahalli, Kiran, et al.
Published: (2024)
by: Vodrahalli, Kiran, et al.
Published: (2024)
Scaling Laws for Multilingual Language Models
by: He, Yifei, et al.
Published: (2024)
by: He, Yifei, et al.
Published: (2024)
From Haystack to Needle: Label Space Reduction for Zero-shot Classification
by: Vandemoortele, Nathan, et al.
Published: (2025)
by: Vandemoortele, Nathan, et al.
Published: (2025)
Orion-14B: Open-source Multilingual Large Language Models
by: Chen, Du, et al.
Published: (2024)
by: Chen, Du, et al.
Published: (2024)
Multilinguality of Large Language Models From a Structural Perspective
by: Sakajo, Haruki, et al.
Published: (2026)
by: Sakajo, Haruki, et al.
Published: (2026)
Factual Consistency of Multilingual Pretrained Language Models
by: Fierro, Constanza, et al.
Published: (2022)
by: Fierro, Constanza, et al.
Published: (2022)
Merging Methods for Multilingual Knowledge Editing for Large Language Models: An Empirical Odyssey
by: Lee, Kunil, et al.
Published: (2026)
by: Lee, Kunil, et al.
Published: (2026)
Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators
by: Bajpai, Prasoon, et al.
Published: (2024)
by: Bajpai, Prasoon, et al.
Published: (2024)
Persona-aware Generative Model for Code-mixed Language
by: Sengupta, Ayan, et al.
Published: (2023)
by: Sengupta, Ayan, et al.
Published: (2023)
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done!
by: Patel, Divya, et al.
Published: (2024)
by: Patel, Divya, et al.
Published: (2024)
LOLA -- An Open-Source Massively Multilingual Large Language Model
by: Srivastava, Nikit, et al.
Published: (2024)
by: Srivastava, Nikit, et al.
Published: (2024)
Evaluating the Limits of Large Language Models in Multilingual Legal Reasoning
by: Ioannou, Antreas, et al.
Published: (2025)
by: Ioannou, Antreas, et al.
Published: (2025)
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss
by: Kuratov, Yuri, et al.
Published: (2024)
by: Kuratov, Yuri, et al.
Published: (2024)
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
by: Wang, Xiaolong, et al.
Published: (2025)
by: Wang, Xiaolong, et al.
Published: (2025)
Leveraging Large Language Models for Cost-Effective, Multilingual Depression Detection and Severity Assessment
by: Xian, Longdi, et al.
Published: (2025)
by: Xian, Longdi, et al.
Published: (2025)
Multilingual Amnesia: On the Transferability of Unlearning in Multilingual LLMs
by: Farashah, Alireza Dehghanpour, et al.
Published: (2026)
by: Farashah, Alireza Dehghanpour, et al.
Published: (2026)
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis
by: Li, Daoyang, et al.
Published: (2024)
by: Li, Daoyang, et al.
Published: (2024)
Language over Content: Tracing Cultural Understanding in Multilingual Large Language Models
by: Cho, Seungho, et al.
Published: (2025)
by: Cho, Seungho, et al.
Published: (2025)
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models
by: Luo, Zheng, et al.
Published: (2026)
by: Luo, Zheng, et al.
Published: (2026)
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data
by: Xiong, Zheyang, et al.
Published: (2024)
by: Xiong, Zheyang, et al.
Published: (2024)
Latent Performance Profiling of Large Language Models
by: Chakraborty, Tanmoy, et al.
Published: (2026)
by: Chakraborty, Tanmoy, et al.
Published: (2026)
Interpreting and Controlling Model Behavior via Constitutions for Atomic Concept Edits
by: Kalibhat, Neha, et al.
Published: (2026)
by: Kalibhat, Neha, et al.
Published: (2026)
Can Memory-Augmented Language Models Generalize on Reasoning-in-a-Haystack Tasks?
by: Das, Payel, et al.
Published: (2025)
by: Das, Payel, et al.
Published: (2025)
Similar Items
-
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacks
by: Hengle, Amey, et al.
Published: (2025) -
Multilingual Test-Time Scaling via Initial Thought Transfer
by: Bajpai, Prasoon, et al.
Published: (2025) -
Needle in the Haystack for Memory Based Large Language Models
by: Nelson, Elliot, et al.
Published: (2024) -
Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages
by: Bajpai, Ashutosh, et al.
Published: (2024) -
Information Anxiety in Large Language Models
by: Bajpai, Prasoon, et al.
Published: (2024)