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On the Cross-lingual Transferability of Monolingual Representations

Annual Meeting of the Association for Computational Linguistics (ACL), 2019

25 October 2019

Papers citing "On the Cross-lingual Transferability of Monolingual Representations"

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On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 345 2 0 01 Apr 2025
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Language-specific Neurons Do Not Facilitate Cross-Lingual Transfer Soumen Kumar Mondal Sayambhu Sen Abhishek Singhania Preethi Jyothi 187 7 0 21 Mar 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yingfeng Luo Tong Zheng Yongyu Mu Yangqiu Song Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 966 9 0 09 Mar 2025
On the Acquisition of Shared Grammatical Representations in Bilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Catherine Arnett Tyler A. Chang J. Michaelov Benjamin Bergen 237 5 0 05 Mar 2025
WebFAQ: A Multilingual Collection of Natural Q&A Datasets for Dense RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Michael Dinzinger Laura Caspari Kanishka Ghosh Dastidar Jelena Mitrović Michael Granitzer RALM 175 1 0 28 Feb 2025
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge Yan-Lun Chen Yi-Ru Wei Chia-Yi Hsu Chia-Mu Yu Chun-ying Huang Ying-Dar Lin Yu-Sung Wu Wei-Bin Lee MoMe KELM 215 0 0 27 Feb 2025
Language Models' Factuality Depends on the Language of Inquiry Tushar Aggarwal Kumar Tanmay Ayush Agrawal Kumar Ayush Hamid Palangi Paul Pu Liang HILM KELM 253 7 0 25 Feb 2025
Multilingual Non-Factoid Question Answering with Answer Paragraph SelectionPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024 Ritwik Mishra Sreeram Vennam R. Shah Ponnurangam Kumaraguru 280 0 0 20 Feb 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yilei Tu Andrew Xue Freda Shi 322 1 0 17 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Bin Wang Lei Li Shujian Huang Fei Yuan ELM 411 8 0 11 Feb 2025
Scaling Embedding Layers in Language Models Da Yu Edith Cohen Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Daogao Liu Chiyuan Zhang 408 6 0 03 Feb 2025
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation Peter Devine 179 1 0 21 Jan 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 1.1K 1 0 01 Jan 2025
Facilitating large language model Russian adaptation with Learned Embedding PropagationJournal of Language and Education (JLE), 2024 Mikhail Tikhomirov D. Chernyshev 225 6 0 31 Dec 2024
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive InvestigationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Vera Neplenbroek Arianna Bisazza Raquel Fernández 448 3 0 18 Dec 2024
Task-Oriented Dialog Systems for the Senegalese Wolof LanguageInternational Conference on Computational Linguistics (COLING), 2024 Derguene Mbaye Moussa Diallo 201 1 0 15 Dec 2024
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval Isidora Chara Tourni Sayontan Ghosh Brenda Miao Constantijn van der Poel LRM 227 0 0 28 Oct 2024
Contamination Report for Multilingual Benchmarks Sanchit Ahuja Varun Gumma Sunayana Sitaram 164 1 0 21 Oct 2024
Exploring Continual Fine-Tuning for Enhancing Language Ability in Large Language Model Divyanshu Aggarwal Sankarshan Damle Navin Goyal Satya Lokam Sunayana Sitaram CLL 199 3 0 21 Oct 2024
The Same But Different: Structural Similarities and Differences in Multilingual Language ModelingInternational Conference on Learning Representations (ICLR), 2024 Ruochen Zhang Qinan Yu Matianyu Zang Carsten Eickhoff Ellie Pavlick 227 14 0 11 Oct 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 248 16 0 08 Oct 2024
Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level PerspectiveConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Taelin Karidi Eitan Grossman Omri Abend 234 1 0 07 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 1.2K 2 0 07 Oct 2024
RoQLlama: A Lightweight Romanian Adapted Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 George-Andrei Dima Andrei-Marius Avram Cristian-George Crăciun Dumitru-Clementin Cercel 406 8 0 05 Oct 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yangfan Ye Xiachong Feng Xiaocheng Feng Weitao Ma Libo Qin Dongliang Xu Qing Yang Hongtao Liu Bing Qin 171 8 0 05 Oct 2024
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Seonjeong Hwang Yunsu Kim Gary Geunbae Lee 184 3 0 04 Oct 2024
Concept Space Alignment in Multilingual LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Qiwei Peng Anders Søgaard 204 8 0 01 Oct 2024
Realistic Evaluation of Model Merging for Compositional Generalization Derek Tam Yash Kant Brian Lester Igor Gilitschenski Colin Raffel MoMe 221 10 0 26 Sep 2024
LangSAMP: Language-Script Aware Multilingual PretrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 429 2 0 26 Sep 2024
Unlocking Markets: A Multilingual Benchmark to Cross-Market Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yifei Yuan Yang Deng Anders Søgaard Mohammad Aliannejadi 117 0 0 24 Sep 2024
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios Hai Lin Shaoxiong Zhan Junyou Su Haitao Zheng Hui Wang RALM 160 2 0 24 Sep 2024
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal ContaminationInternational Conference on Computational Linguistics (COLING), 2024 Eva Sánchez Salido Roser Morante Julio Gonzalo Guillermo Marco Jorge Carrillo-de-Albornoz ... Enrique Amigó Andrés Fernández Alejandro Benito-Santos Adrián Ghajari Espinosa Victor Fresno ELM 206 0 0 19 Sep 2024
Cross-lingual transfer of multilingual models on low resource African Languages Harish Thangaraj Ananya Chenat Jaskaran Singh Walia Vukosi Marivate 131 7 0 17 Sep 2024
L3Cube-IndicQuest: A Benchmark Question Answering Dataset for Evaluating Knowledge of LLMs in Indic ContextPacific Asia Conference on Language, Information and Computation (PACLIC), 2024 Pritika Rohera Chaitrali Ginimav Akanksha Salunke Gayatri Sawant Raviraj Joshi 180 7 0 13 Sep 2024
Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval Adel Elmahdy Sheng-Chieh Lin Amin Ahmad 169 2 0 20 Aug 2024
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement Le Yu Bowen Yu Haiyang Yu Fei Huang Yongbin Li MoMe 177 9 0 06 Aug 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Carlos Mullov Ngoc-Quan Pham Alexander Waibel 193 2 0 05 Aug 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xin Zhang Yanzhao Zhang Dingkun Long Wen Xie Ziqi Dai ... Pengjun Xie Fei Huang Meishan Zhang Wenjie Li Min Zhang 274 214 0 29 Jul 2024
ALLaM: Large Language Models for Arabic and English M Saiful Bari Yazeed Alnumay Norah A. Alzahrani Nouf M. Alotaibi H. A. Alyahya ... Jeril Kuriakose Abdalghani Abujabal Nora Al-Twairesh Areeb Alowisheq Haidar Khan 174 41 0 22 Jul 2024
INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages A. Singh Rudra Murthy Vishwajeet Kumar Jaydeep Sen Ashish Mittal Ganesh Ramakrishnan 378 19 0 18 Jul 2024
sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting Sanchit Ahuja Kumar Tanmay Hardik Hansrajbhai Chauhan Barun Patra Kriti Aggarwal ... Tejas I. Dhamecha Ahmed Awadallah Monojit Choudhary Vishrav Chaudhary Sunayana Sitaram 338 4 0 13 Jul 2024
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization Orevaoghene Ahia Sachin Kumar Hila Gonen Valentin Hoffman Tomasz Limisiewicz Yulia Tsvetkov Noah A. Smith 220 16 0 11 Jul 2024
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models Nandini Mundra Aditya Nanda Kishore Mary Dabre Ratish Puduppully Anoop Kunchukuttan Mitesh Khapra 140 15 0 08 Jul 2024
XferBench: a Data-Driven Benchmark for Emergent Language Brendon Boldt David R. Mortensen 155 1 0 03 Jul 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 185 15 0 03 Jul 2024
Soft Language Prompts for Language Transfer Ivan Vykopal Simon Ostermann Marian Simko AAML 208 6 0 02 Jul 2024
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters Daniil Gurgurov Mareike Hartmann Simon Ostermann 233 16 0 01 Jul 2024

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On the Cross-lingual Transferability of Monolingual Representations

Papers citing "On the Cross-lingual Transferability of Monolingual Representations"