Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline

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Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline

26 May 2025

Carsten Eickhoff

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Papers citing "Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline"

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Title
Rethinking Cross-lingual Alignment: Balancing Transfer and Cultural Erasure in Multilingual LLMs HyoJung Han Sweta Agrawal Eleftheria Briakou 100 0 0 29 Oct 2025
Rethinking Cross-lingual Gaps from a Statistical Viewpoint Vihari Piratla Purvam Jain Darshan Singh Partha Talukdar Trevor Cohn 112 0 0 17 Oct 2025
On the Entity-Level Alignment in Crosslingual Consistency Yihong Liu Mingyang Wang François Yvon Hinrich Schütze HILM 159 0 0 11 Oct 2025
Multilingual Routing in Mixture-of-Experts Lucas Bandarkar Chenyuan Yang Mohsen Fayyaz Junlin Hu Nanyun Peng MoE 147 0 0 06 Oct 2025
How Do Language Models Compose Functions? Apoorv Khandelwal Ellie Pavlick KELM CoGe LRM 204 1 0 02 Oct 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure Niyati Bafna Tianjian Li Kenton W. Murray David R. Mortensen David Yarowsky Hale Sirin Daniel Khashabi LRM 150 6 0 28 Jun 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Mingyang Wang Heike Adel Lukas Lange Yihong Liu Ercong Nie Jannik Strötgen Hinrich Schütze HILM 283 24 0 05 Apr 2025
Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 292 44 0 24 Feb 2025
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and ModalitiesInternational Conference on Learning Representations (ICLR), 2024 Zhaofeng Wu Xinyan Velocity Yu Dani Yogatama Jiasen Lu Yoon Kim AIFin 477 37 0 07 Nov 2024
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 673 106 0 16 Oct 2023