Bridging the Language Gaps in Large Language Models with Inference-Time
Cross-Lingual Intervention

Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention

16 October 2024

Alexandra Birch

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Papers citing "Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention"

18 / 18 papers shown

Title
ExpertSteer: Intervening in LLMs through Expert Knowledge Weixuan Wang Minghao Wu Barry Haddow Alexandra Birch LLMSV 156 0 0 18 May 2025
Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors Weixuan Wang J. Yang Wei Peng LLMSV 93 4 0 16 Oct 2024
Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer Hele-Andra Kuulmets Taido Purason Agnes Luhtaru Mark Fishel 67 19 0 05 Apr 2024
Steering Llama 2 via Contrastive Activation Addition Nina Rimsky Nick Gabrieli Julian Schulz Meg Tong Evan Hubinger Alexander Matt Turner LLMSV 59 226 0 09 Dec 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding Ai Ti Aw Nancy F. Chen LRM 89 75 0 09 Sep 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 66 76 0 24 May 2023
QAmeleon: Multilingual QA with Only 5 Examples Priyanka Agrawal Chris Alberti Fantine Huot Joshua Maynez Ji Ma Sebastian Ruder Kuzman Ganchev Dipanjan Das Mirella Lapata 58 30 0 15 Nov 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 249 369 0 06 Oct 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 251 1,389 0 10 Feb 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 135 309 0 20 Dec 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 63 63 0 13 Jun 2021
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 98 328 0 01 May 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer Ivan Vulić Iryna Gurevych Sebastian Ruder 106 630 0 30 Apr 2020
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs Ahmed El-Kishky Vishrav Chaudhary Francisco Guzman Philipp Koehn 103 199 0 10 Nov 2019
Analyzing the Limitations of Cross-lingual Word Embedding Mappings Aitor Ormazabal Mikel Artetxe Gorka Labaka Aitor Soroa Etxabe Eneko Agirre 66 62 0 12 Jun 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 88 211 0 25 Feb 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 300 1,662 0 11 Oct 2017
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 109 1,597 0 17 Sep 2013