Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources

14 November 2019

Hui Chen

Papers citing "Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources"

32 / 32 papers shown

Title
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition Chang Tian Wenpeng Yin Dan Li Marie-Francine Moens 42 4 0 08 Jun 2024
2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion Dongsheng Wang Xiaoqin Feng Zeming Liu Chuan Wang 41 2 0 26 Apr 2024
Zero-shot Cross-lingual Transfer without Parallel Corpus Yuyang Zhang Xiaofeng Han Baojun Wang VLM 29 0 0 07 Oct 2023
mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view Contrastive Learning Ying Mo Jian Yang Jiahao Liu Qifan Wang Ruoyu Chen Jingang Wang Zhoujun Li 13 24 0 17 Aug 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition Tingting Ma Qianhui Wu Huiqiang Jiang Börje F. Karlsson T. Zhao Chin-Yew Lin 21 4 0 24 May 2023
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition Ling Ge Chuming Hu Guanghui Ma Hong Zhang Jihong Liu 16 3 0 21 Jan 2023
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks Rochelle Choenni Dan Garrette Ekaterina Shutova 24 2 0 31 Oct 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Jian Yang Shaohan Huang Shuming Ma Yuwei Yin Li Dong Dongdong Zhang Hongcheng Guo Zhoujun Li Furu Wei 39 24 0 13 Oct 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning Xiangyang Li Xiang Long Yu Xia Sujian Li 19 10 0 25 May 2022
Meta Learning for Natural Language Processing: A Survey Hung-yi Lee Shang-Wen Li Ngoc Thang Vu 49 42 0 03 May 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu T. Zhao Chin-Yew Lin 28 58 0 12 Apr 2022
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts Saadullah Amin N. Goldstein M. Wixted Alejandro García-Rudolph Catalina Martínez-Costa G. Neumann 17 5 0 10 Apr 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 24 4 0 02 Apr 2022
$Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation$ Meta-X $_{NLG}$ : A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation Kaushal Kumar Maurya M. Desarkar 21 8 0 19 Mar 2022
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages Silvia Severini Ayyoob Imani Philipp Dufter Hinrich Schütze 28 8 0 28 Jan 2022
CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form Extraction Nithish Kannen Divyanshu Sheth Abhranil Chandra Shubhraneel Pal 11 1 0 25 Dec 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer Weijia Xu Batool Haider Jason Krone Saab Mansour 20 7 0 21 Jul 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER Weile Chen Huiqiang Jiang Qianhui Wu Börje F. Karlsson Yingjun Guan 17 35 0 04 Jun 2021
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages E. Ponti Rahul Aralikatte Disha Shrivastava Siva Reddy Anders Søgaard 37 16 0 02 Jun 2021
Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition Shining Liang Ming Gong J. Pei Linjun Shou Wanli Zuo Xianglin Zuo Daxin Jiang 31 34 0 01 Jun 2021
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering Meryem M'hamdi Doo Soon Kim Franck Dernoncourt Trung Bui Xiang Ren Jonathan May 22 20 0 20 Apr 2021
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing Anna Langedijk Verna Dankers Phillip Lippe Sander Bos B. C. Guevara H. Yannakoudakis Ekaterina Shutova CLL 11 15 0 10 Apr 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 50 222 0 27 Jan 2021
Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment Bing Li Yujie He Wenjin Xu 20 23 0 26 Jan 2021
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
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 42 25 0 23 Oct 2020
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data Qianhui Wu Zijia Lin Börje F. Karlsson Biqing Huang Jian-Guang Lou 13 46 0 15 Jul 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Qianhui Wu Zijia Lin Börje F. Karlsson Jian-Guang Lou Biqing Huang 16 69 0 26 Apr 2020
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning Hongcai Xu J. Bao Junqing Wang 20 9 0 19 Apr 2020
Meta-Learning for Few-Shot NMT Adaptation Amr Sharaf Hany Hassan Hal Daumé 9 35 0 06 Apr 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,684 0 09 Mar 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016