Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language

26 April 2020

Papers citing "Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language"

36 / 36 papers shown

Title
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 33 0 0 28 Oct 2024
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition Zhuojun Ding Wei Wei Xiaoye Qu Dangyang Chen 36 2 0 03 Jun 2024
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning Ling Ge Chunming Hu Guanghui Ma Jihong Liu Hong Zhang 37 0 0 07 Mar 2024
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction Jianwei Wang Tianyin Wang Ziqian Zeng 60 1 0 28 Feb 2024
CMNER: A Chinese Multimodal NER Dataset based on Social Media Yuanze Ji Bobo Li Jun Zhou Fei Li Chong Teng Donghong Ji 34 1 0 21 Feb 2024
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark Stephen Mayhew Terra Blevins Shuheng Liu Marek vSuppa Hila Gonen ... Nikola Ljubevsić Lester James V. Miranda Barbara Plank Arij Riabi Yuval Pinter 24 9 0 15 Nov 2023
Zero-shot Cross-lingual Transfer without Parallel Corpus Yuyang Zhang Xiaofeng Han Baojun Wang VLM 37 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 21 24 0 17 Aug 2023
Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages Sunisth Kumar D. Liu Alexandre Boulenger 26 1 0 16 Jul 2023
MSSRNet: Manipulating Sequential Style Representation for Unsupervised Text Style Transfer Yazheng Yang Zhou Zhao Qi Liu 27 2 0 12 Jun 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition Tingting Ma Qianhui Wu Huiqiang Jiang Börje F. Karlsson Tiejun Zhao Chin-Yew Lin 29 4 0 24 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 39 2 0 23 May 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning Ran Zhou Xin Li Lidong Bing Min Zhang Steven C. H. Hoi 47 16 0 23 May 2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 61 1 0 21 May 2023
Development and validation of a natural language processing algorithm to pseudonymize documents in the context of a clinical data warehouse X. Tannier Perceval Wajsburt Alice Calliger Basile Dura Alexandre Mouchet M. Hilka R. Bey 29 10 0 23 Mar 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 21 3 0 21 Jan 2023
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages A. Mhaske Harsh Kedia Sumanth Doddapaneni Mitesh M. Khapra Pratyush Kumar V. Rudramurthy Anoop Kunchukuttan 54 26 0 20 Dec 2022
Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework Junzhuo Li Xinwei Wu Weilong Dong Shuangzhi Wu Chao Bian Deyi Xiong 31 3 0 16 Dec 2022
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Jun-Yu Ma Beiduo Chen Jia-Chen Gu Zhen-Hua Ling Wu Guo Quan Liu Zhigang Chen Cong Liu 31 10 0 07 Dec 2022
ConNER: Consistency Training for Cross-lingual Named Entity Recognition Ran Zhou Xin Li Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 42 18 0 17 Nov 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings Iker García-Ferrero Rodrigo Agerri German Rigau 69 21 0 23 Oct 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
Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training Ziqing Yang Yiming Cui Zhigang Chen Shijin Wang VLM 35 3 0 28 Feb 2022
Self-Training: A Survey Massih-Reza Amini Vasilii Feofanov Loïc Pauletto Lies Hadjadj Emilie Devijver Yury Maximov SSL 67 103 0 24 Feb 2022
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages Akshara Prabhakar Gouri Sankar Majumder Ashish Anand 13 1 0 23 Nov 2021
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing Freda Shi Kevin Gimpel Karen Livescu 147 7 0 16 Oct 2021
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data Kemal Kurniawan Lea Frermann P. Schulz Trevor Cohn 38 0 0 08 Oct 2021
Transfer Learning for Multi-lingual Tasks -- a Survey A. Jafari Behnam Heidary R. Farahbakhsh Mostafa Salehi Mahdi Jalili LRM 29 5 0 28 Aug 2021
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks Weicheng Ma Kai Zhang Renze Lou Lili Wang Soroush Vosoughi 193 15 0 18 Aug 2021
Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition Ying Zhang Fandong Meng Jinan Xu Jinan Xu Jie Zhou 30 10 0 22 Jul 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 39 34 0 01 Jun 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 33 32 0 17 Apr 2021
Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment Bing Li Yujie He Wenjin Xu 28 23 0 26 Jan 2021
CalibreNet: Calibration Networks for Multilingual Sequence Labeling Shining Liang Linjun Shou J. Pei Ming Gong Wanli Zuo Daxin Jiang 31 8 0 11 Nov 2020
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu VLM 26 58 0 10 Sep 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016