Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model

15 September 2019

Papers citing "Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model"

30 / 30 papers shown

Title
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis Luka Andrenšek Boshko Koloski Andraz Pelicon Nada Lavrac Senja Pollak Matthew Purver 21 1 0 30 Sep 2024
ThaiCoref: Thai Coreference Resolution Dataset Pontakorn Trakuekul Wei Qi Leong Charin Polpanumas Jitkapat Sawatphol William-Chandra Tjhi Attapol T. Rutherford 23 0 0 10 Jun 2024
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Jianyu Zheng Fengfei Fan Jianquan Li 28 2 0 25 Apr 2024
Low-Resource Clickbait Spoiling for Indonesian via Question Answering Ni Putu Intan Maharani Ayu Purwarianti Alham Fikri Aji 27 2 0 12 Oct 2023
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation C. Carrino Carlos Escolano José A. R. Fonollosa 19 1 0 29 Sep 2023
Analysing Cross-Lingual Transfer in Low-Resourced African Named Entity Recognition Michael Beukman Manuel A. Fokam 21 2 0 11 Sep 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets Zi Wang Daniel Hershcovich 22 7 0 20 Jun 2023
ALIGN-MLM: Word Embedding Alignment is Crucial for Multilingual Pre-training Henry Tang A. Deshpande Karthik Narasimhan 24 5 0 15 Nov 2022
An Understanding-Oriented Robust Machine Reading Comprehension Model Feiliang Ren Yongkang Liu Bochao Li Shilei Liu Bingchao Wang Jiaqi Wang Chunchao Liu Qi Ma 19 3 0 01 Jul 2022
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Haoran Xu Kenton W. Murray 24 12 0 29 Apr 2022
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Pavel Efimov Leonid Boytsov E. Arslanova Pavel Braslavski 22 7 0 13 Apr 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension injuan Wu Shaojuan Wu Xiaowang Zhang Deyi Xiong Shizhan Chen Zhiqiang Zhuang Zhiyong Feng 14 13 0 03 Apr 2022
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? Boshko Koloski Senja Pollak Blaž Škrlj Matej Martinc 15 11 0 14 Feb 2022
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph Liyan Xu Xuchao Zhang Bo Zong Yanchi Liu Wei Cheng Jingchao Ni Haifeng Chen Liang Zhao Jinho D. Choi 42 4 0 01 Dec 2021
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer A. Deshpande Partha P. Talukdar Karthik Narasimhan 25 38 0 27 Oct 2021
The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding Archiki Prasad Mohammad Ali Rehan Shreyasi Pathak P. Jyothi 19 9 0 21 Jul 2021
Improving Cross-Lingual Reading Comprehension with Self-Training Wei Huang Chien-yu Huang Hung-yi Lee LRM 33 1 0 08 May 2021
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation Haoran Xu Philipp Koehn 9 7 0 03 Mar 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 32 64 0 31 Dec 2020
CalibreNet: Calibration Networks for Multilingual Sequence Labeling Shining Liang Linjun Shou J. Pei Ming Gong Wanli Zuo Daxin Jiang 21 8 0 11 Nov 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation Junhao Liu Linjun Shou J. Pei Ming Gong Min Yang Daxin Jiang 26 13 0 27 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 199 286 0 23 Oct 2020
What makes multilingual BERT multilingual? Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 31 6 0 20 Oct 2020
Looking for Clues of Language in Multilingual BERT to Improve Cross-lingual Generalization Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Chung-Yi Li Hung-yi Lee 20 3 0 20 Oct 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 30 152 0 30 Jul 2020
Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer K. Macková Milan Straka 8 12 0 03 Jul 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 16 72 0 30 Apr 2020
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 31 14 0 20 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 57 955 0 24 Mar 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 174 1,635 0 11 Oct 2017