How multilingual is Multilingual BERT?

4 June 2019

Papers citing "How multilingual is Multilingual BERT?"

50 / 655 papers shown

Title
Low Resource Summarization using Pre-trained Language Models Mubashir Munaf Hammad Afzal N. Iltaf Khawir Mahmood 10 3 0 04 Oct 2023
Question answering using deep learning in low resource Indian language Marathi Dhiraj Amin S. Govilkar Sagar Kulkarni 31 2 0 27 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 32 13 0 22 Sep 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer Fei Wang Kuan-Hao Huang Kai-Wei Chang Muhao Chen 36 4 0 19 Sep 2023
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? Danni Liu Jan Niehues 16 3 0 15 Sep 2023
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition Michael Beukman Manuel A. Fokam 21 2 0 11 Sep 2023
Towards Multilingual Automatic Dialogue Evaluation John Mendonça A. Lavie Isabel Trancoso 27 0 0 31 Aug 2023
On the Impact of Language Selection for Training and Evaluating Programming Language Models J. Katzy M. Izadi A. van Deursen 53 5 0 25 Aug 2023
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation Kevin Krahn D. Tate Andrew C. Lamicela 25 4 0 24 Aug 2023
Breaking Language Barriers: A Question Answering Dataset for Hindi and Marathi Maithili Sabane Onkar Litake Amanat Chadha 43 2 0 19 Aug 2023
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models Phillip Rust Anders Søgaard 30 3 0 17 Aug 2023
$Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets$ Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets Sven Buechel U. Hahn 28 1 0 15 Aug 2023
LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling Zhanyu Ma Jian Ye Shuang Cheng 28 1 0 05 Aug 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen ALM 42 131 0 29 Jul 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations Gábor Berend 38 7 0 25 Jul 2023
Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling Longyue Wang Zefeng Du Donghua Liu Cai Deng Dian Yu Haiyun Jiang Yan Wang Leyang Cui Shuming Shi Zhaopeng Tu CoGe 60 6 0 16 Jul 2023
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding Bolei Ma Ercong Nie Helmut Schmid Hinrich Schütze AAML VLM LRM 37 8 0 15 Jul 2023
Vacaspati: A Diverse Corpus of Bangla Literature Pramit Bhattacharyya Joydeep Mondal S. Maji Arnab Bhattacharya 39 5 0 11 Jul 2023
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration Hoang Nguyen Chenwei Zhang Tao Zhang Eugene Rohrbaugh Philip S. Yu 19 7 0 10 Jul 2023
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing Tom Sherborne Tom Hosking Mirella Lapata OT 24 4 0 09 Jul 2023
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages Yasmine Karoui R. Lebret Negar Foroutan Karl Aberer MLLM VLM 32 1 0 29 Jun 2023
Comparison of Pre-trained Language Models for Turkish Address Parsing Muhammed Cihat Unal Betul Aygun Aydın Gerek 16 4 0 24 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 29 87 0 20 Jun 2023
Multilingual Multiword Expression Identification Using Lateral Inhibition and Domain Adaptation Andrei-Marius Avram V. Mititelu V. Pais Dumitru-Clementin Cercel Stefan Trausan-Matu 43 3 0 17 Jun 2023
Does mBERT understand Romansh? Evaluating word embeddings using word alignment Eyal Liron Dolev 26 2 0 14 Jun 2023
Knowledge-Prompted Estimator: A Novel Approach to Explainable Machine Translation Assessment Hao Yang Min Zhang Shimin Tao Minghan Wang Daimeng Wei Yanfei Jiang LRM 15 10 0 13 Jun 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 18 35 0 12 Jun 2023
Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability Jiacheng Ye Xijia Tao Lingpeng Kong LRM 33 24 0 11 Jun 2023
Enhancing Low Resource NER Using Assisting Language And Transfer Learning Maithili Sabane Aparna Ranade Onkar Litake Parth Patil Raviraj Joshi Dipali M. Kadam 25 5 0 10 Jun 2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer? X. Fontaine Félix Gaschi Parisa Rastin Y. Toussaint 32 8 0 07 Jun 2023
Soft Merging of Experts with Adaptive Routing Mohammed Muqeeth Haokun Liu Colin Raffel MoMe MoE 37 45 0 06 Jun 2023
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers Félix Gaschi Patricio Cerda Parisa Rastin Y. Toussaint 22 9 0 05 Jun 2023
Cross-Lingual Transfer with Target Language-Ready Task Adapters Marinela Parović Alan Ansell Ivan Vulić Anna Korhonen 37 8 0 05 Jun 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model Hoyeon Lee Hyun-Wook Yoon Jong-Hwan Kim Jae-Min Kim VLM 27 0 0 05 Jun 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer Alan Ansell E. Ponti Anna Korhonen Ivan Vulić 24 4 0 02 Jun 2023
Leveraging Auxiliary Domain Parallel Data in Intermediate Task Fine-tuning for Low-resource Translation Shravan Nayak Surangika Ranathunga Sarubi Thillainathan Rikki Hung Anthony Rinaldi Yining Wang Jonah Mackey Andrew Ho E. Lee 23 4 0 02 Jun 2023
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution Tianjian Li Kenton W. Murray 38 23 0 27 May 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging Fabian David Schmidt Ivan Vulić Goran Glavavs 24 8 0 26 May 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review Fred Philippy Siwen Guo Shohreh Haddadan LRM 30 28 0 26 May 2023
An Efficient Multilingual Language Model Compression through Vocabulary Trimming Asahi Ushio Yi Zhou Jose Camacho-Collados 41 7 0 24 May 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 16 74 0 24 May 2023
Beyond Shared Vocabulary: Increasing Representational Word Similarities across Languages for Multilingual Machine Translation Di Wu Christof Monz 42 9 0 23 May 2023
Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation Minwoo Lee Hyukhun Koh Kang-il Lee Dongdong Zhang Minsu Kim Kyomin Jung 35 9 0 23 May 2023
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models Peiqin Lin Chengzhi Hu Zheyu Zhang André F. T. Martins Hinrich Schütze 35 1 0 23 May 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning Rochelle Choenni Dan Garrette Ekaterina Shutova 40 16 0 22 May 2023
Discovering Universal Geometry in Embeddings with ICA Hiroaki Yamagiwa Momose Oyama Hidetoshi Shimodaira 31 15 0 22 May 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators Bohong Wu Fei Yuan Hai Zhao Lei Li Jingjing Xu AI4CE 25 2 0 22 May 2023
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis Seraphina Goldfarb-Tarrant Bjorn Ross Adam Lopez 36 7 0 22 May 2023
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification Zewen Chi Heyan Huang Xian-Ling Mao 76 0 0 15 May 2023
A Crosslingual Investigation of Conceptualization in 1335 Languages Yihong Liu Haotian Ye Leonie Weissweiler Philipp Wicke Renhao Pei Robert Zangenfeind Hinrich Schütze 34 12 0 15 May 2023