v1v2v3 (latest)

On the Cross-lingual Transferability of Monolingual Representations

25 October 2019

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

50 / 54 papers shown

Title
The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation Project Angelina A. Aquino Lester James V. Miranda Elsie Marie T. Or 62 0 0 26 May 2025
Refusal Direction is Universal Across Safety-Aligned Languages Xinpeng Wang Mingyang Wang Yihong Liu Hinrich Schutze Barbara Plank 220 1 0 22 May 2025
Social Bias in Popular Question-Answering Benchmarks Angelie Kraft Judith Simon Sonja Schimmler 104 0 0 21 May 2025
FedMerge: Federated Personalization via Model Merging Shutong Chen Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang FedML MoMe 134 0 0 09 Apr 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 129 0 0 01 Apr 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu Yangqiu Song Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 502 3 0 09 Mar 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Zeang Sheng Lei Li Shujian Huang Fei Yuan ELM 142 4 0 11 Feb 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 594 1 0 01 Jan 2025
Facilitating large language model Russian adaptation with Learned Embedding Propagation Mikhail Tikhomirov D. Chernyshev 117 1 0 31 Dec 2024
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 194 1 0 18 Dec 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 582 1 0 07 Oct 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 222 0 0 26 Sep 2024
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination 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 104 0 0 19 Sep 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 196 6 0 18 Jul 2024
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models Peiqin Lin André F. T. Martins Hinrich Schütze 138 3 0 29 Jun 2024
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models Rishabh Maheshwary Vikas Yadav Hoang Nguyen Khyati Mahajan Sathwik Tejaswi Madhusudhan 108 3 0 24 Jun 2024
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chulin Xie Chiyuan Zhang 145 2 0 23 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 149 7 0 22 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages Holy Lovenia Rahmad Mahendra Salsabil Maulana Akbar Lester James V. Miranda Jennifer Santoso ... Genta Indra Winata Ruochen Zhang Fajri Koto Zheng-Xin Yong Samuel Cahyawijaya 198 14 0 14 Jun 2024
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 130 25 0 21 Mar 2022
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 195 613 0 10 Mar 2020
From English To Foreign Languages: Transferring Pre-trained Language Models Ke M. Tran 46 52 0 18 Feb 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 110 194 0 10 Feb 2020
Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K Zihan Wang Stephen D. Mayhew Dan Roth LRM 77 339 0 17 Dec 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning Julian Martin Eisenschlos Sebastian Ruder Piotr Czapla Marcin Kardas Sylvain Gugger Jeremy Howard 53 99 0 10 Sep 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 102 233 0 03 Sep 2019
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification Yinfei Yang Y. Zhang Chris Tar Jason Baldridge AAML 77 368 0 30 Aug 2019
Bilingual Lexicon Induction through Unsupervised Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 75 56 0 24 Jul 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 164 1,415 0 04 Jun 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 114 681 0 19 Apr 2019
PAWS: Paraphrase Adversaries from Word Scrambling Yuan Zhang Jason Baldridge Luheng He 81 544 0 01 Apr 2019
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You Jing Li Sashank J. Reddi Jonathan Hseu Sanjiv Kumar Srinadh Bhojanapalli Xiaodan Song J. Demmel Kurt Keutzer Cho-Jui Hsieh ODL 272 998 0 01 Apr 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
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 223 4,529 0 02 Feb 2019
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions Goran Glavaš Robert Litschko Sebastian Ruder Ivan Vulić ELM 87 183 0 01 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 116 2,751 0 22 Jan 2019
Assessing BERT's Syntactic Abilities Yoav Goldberg 75 496 0 16 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 93 1,388 0 13 Sep 2018
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 207 492 0 28 Aug 2018
Targeted Syntactic Evaluation of Language Models Rebecca Marvin Tal Linzen 90 417 0 27 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 209 3,534 0 19 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 90 233 0 14 Aug 2018
A Corpus for Multilingual Document Classification in Eight Languages Holger Schwenk Xian Li VLM 60 143 0 24 May 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings Mikel Artetxe Gorka Labaka Eneko Agirre SSL 73 590 0 16 May 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 68 261 0 09 May 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 166 1,180 0 06 Mar 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 296 1,662 0 11 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 179 940 0 22 May 2017