Evaluating Contextually Mediated Factual Recall in Multilingual Large Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Liu, Yihong, Xiong, Bingyu, Schütze, Hinrich |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors
por: Zhao, Raoyuan, et al.
Publicado: (2025)
por: Zhao, Raoyuan, et al.
Publicado: (2025)
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
por: Wang, Mingyang, et al.
Publicado: (2025)
por: Wang, Mingyang, et al.
Publicado: (2025)
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
por: Xhelili, Orgest, et al.
Publicado: (2024)
por: Xhelili, Orgest, et al.
Publicado: (2024)
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners
por: Liu, Yihong, et al.
Publicado: (2026)
por: Liu, Yihong, et al.
Publicado: (2026)
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages
por: Zhao, Raoyuan, et al.
Publicado: (2025)
por: Zhao, Raoyuan, et al.
Publicado: (2025)
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models
por: Liu, Yihong, et al.
Publicado: (2024)
por: Liu, Yihong, et al.
Publicado: (2024)
Tracing Multilingual Factual Knowledge Acquisition in Pretraining
por: Liu, Yihong, et al.
Publicado: (2025)
por: Liu, Yihong, et al.
Publicado: (2025)
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data
por: Liu, Yihong, et al.
Publicado: (2024)
por: Liu, Yihong, et al.
Publicado: (2024)
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining
por: Liu, Yihong, et al.
Publicado: (2023)
por: Liu, Yihong, et al.
Publicado: (2023)
LangSAMP: Language-Script Aware Multilingual Pretraining
por: Liu, Yihong, et al.
Publicado: (2024)
por: Liu, Yihong, et al.
Publicado: (2024)
Crosslingual On-Policy Self-Distillation for Multilingual Reasoning
por: Liu, Yihong, et al.
Publicado: (2026)
por: Liu, Yihong, et al.
Publicado: (2026)
GKnow: Measuring the Entanglement of Gender Bias and Factual Gender
por: Veloso, Leonor, et al.
Publicado: (2026)
por: Veloso, Leonor, et al.
Publicado: (2026)
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models
por: Lin, Peiqin, et al.
Publicado: (2024)
por: Lin, Peiqin, et al.
Publicado: (2024)
Why Better Cross-Lingual Alignment Fails for Better Cross-Lingual Transfer: Case of Encoders
por: Veitsman, Yana, et al.
Publicado: (2026)
por: Veitsman, Yana, et al.
Publicado: (2026)
How Programming Concepts and Neurons Are Shared in Code Language Models
por: Kargaran, Amir Hossein, et al.
Publicado: (2025)
por: Kargaran, Amir Hossein, et al.
Publicado: (2025)
Left, Right, or Center? Evaluating LLM Framing in News Classification and Generation
por: Kennedy, Molly, et al.
Publicado: (2026)
por: Kennedy, Molly, et al.
Publicado: (2026)
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization
por: Özeren, Enes, et al.
Publicado: (2025)
por: Özeren, Enes, et al.
Publicado: (2025)
Through a Compressed Lens: Investigating The Impact of Quantization on Factual Knowledge Recall
por: Wang, Qianli, et al.
Publicado: (2025)
por: Wang, Qianli, et al.
Publicado: (2025)
Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding
por: Feng, Qi, et al.
Publicado: (2025)
por: Feng, Qi, et al.
Publicado: (2025)
Relational Linearity is a Predictor of Hallucinations
por: Lu, Yuetian, et al.
Publicado: (2026)
por: Lu, Yuetian, et al.
Publicado: (2026)
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
por: Ma, Chunlan, et al.
Publicado: (2024)
por: Ma, Chunlan, et al.
Publicado: (2024)
Calibration Is Not Enough: Evaluating Confidence Estimation Under Language Variations
por: Xia, Yuxi, et al.
Publicado: (2026)
por: Xia, Yuxi, et al.
Publicado: (2026)
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models
por: Nie, Ercong, et al.
Publicado: (2025)
por: Nie, Ercong, et al.
Publicado: (2025)
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer
por: Ye, Haotian, et al.
Publicado: (2024)
por: Ye, Haotian, et al.
Publicado: (2024)
Refusal Direction is Universal Across Safety-Aligned Languages
por: Wang, Xinpeng, et al.
Publicado: (2025)
por: Wang, Xinpeng, et al.
Publicado: (2025)
Enhancing Robustness of Autoregressive Language Models against Orthographic Attacks via Pixel-based Approach
por: Yang, Han, et al.
Publicado: (2025)
por: Yang, Han, et al.
Publicado: (2025)
On the Entity-Level Alignment in Crosslingual Consistency
por: Liu, Yihong, et al.
Publicado: (2025)
por: Liu, Yihong, et al.
Publicado: (2025)
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu
por: Pei, Renhao, et al.
Publicado: (2025)
por: Pei, Renhao, et al.
Publicado: (2025)
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline
por: Lu, Meng, et al.
Publicado: (2025)
por: Lu, Meng, et al.
Publicado: (2025)
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models
por: Nie, Ercong, et al.
Publicado: (2024)
por: Nie, Ercong, et al.
Publicado: (2024)
GLUScope: A Tool for Analyzing GLU Neurons in Transformer Language Models
por: Gerstner, Sebastian, et al.
Publicado: (2026)
por: Gerstner, Sebastian, et al.
Publicado: (2026)
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models
por: Lin, Peiqin, et al.
Publicado: (2023)
por: Lin, Peiqin, et al.
Publicado: (2023)
On Relation-Specific Neurons in Large Language Models
por: Liu, Yihong, et al.
Publicado: (2025)
por: Liu, Yihong, et al.
Publicado: (2025)
RET-LLM: Towards a General Read-Write Memory for Large Language Models
por: Modarressi, Ali, et al.
Publicado: (2023)
por: Modarressi, Ali, et al.
Publicado: (2023)
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons
por: Wang, Yifei, et al.
Publicado: (2024)
por: Wang, Yifei, et al.
Publicado: (2024)
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models
por: Ji, Shaoxiong, et al.
Publicado: (2024)
por: Ji, Shaoxiong, et al.
Publicado: (2024)
Beyond Input Understanding: Diagnosing Multilingual Mathematical Reasoning with Directed Acyclic Trace Graphs
por: Zhang, Jiaqiao, et al.
Publicado: (2026)
por: Zhang, Jiaqiao, et al.
Publicado: (2026)
Geometric Factual Recall in Transformers
por: Ravfogel, Shauli, et al.
Publicado: (2026)
por: Ravfogel, Shauli, et al.
Publicado: (2026)
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists
por: Zhao, Raoyuan, et al.
Publicado: (2024)
por: Zhao, Raoyuan, et al.
Publicado: (2024)
Time Course MechInterp: Analyzing the Evolution of Components and Knowledge in Large Language Models
por: Hakimi, Ahmad Dawar, et al.
Publicado: (2025)
por: Hakimi, Ahmad Dawar, et al.
Publicado: (2025)
Ejemplares similares
-
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors
por: Zhao, Raoyuan, et al.
Publicado: (2025) -
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
por: Wang, Mingyang, et al.
Publicado: (2025) -
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
por: Xhelili, Orgest, et al.
Publicado: (2024) -
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners
por: Liu, Yihong, et al.
Publicado: (2026) -
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages
por: Zhao, Raoyuan, et al.
Publicado: (2025)