Neural Cross-Lingual Named Entity Recognition with Minimal Resources

29 August 2018

Graham Neubig

Papers citing "Neural Cross-Lingual Named Entity Recognition with Minimal Resources"

45 / 45 papers shown

Title
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 79 1 0 21 May 2023
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop Siting Liang Mareike Hartmann Daniel Sonntag 28 3 0 24 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 62 28 0 20 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 36 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 47 18 0 17 Nov 2022
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning Md. Mofijul Islam Gustavo Aguilar Pragaash Ponnusamy Clint Solomon Mathialagan Chengyuan Ma Chenlei Guo VLM 19 10 0 22 Apr 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 43 4 0 02 Apr 2022
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding Qianying Liu Fei Cheng Sadao Kurohashi 22 1 0 10 Nov 2021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training Yu Meng Yunyi Zhang Jiaxin Huang Xuan Wang Yu Zhang Heng Ji Jiawei Han 51 71 0 10 Sep 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 38 4 0 09 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia Zhongdi Qu Yasemin Altun 32 26 0 09 Sep 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification M Saiful Bari Batool Haider Saab Mansour VLM 24 13 0 06 Sep 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER Weile Chen Huiqiang Jiang Qianhui Wu Börje F. Karlsson Yingjun Guan 28 35 0 04 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 44 34 0 01 Jun 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 64 41 0 13 Mar 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 41 210 0 11 Mar 2021
CalibreNet: Calibration Networks for Multilingual Sequence Labeling Shining Liang Linjun Shou J. Pei Ming Gong Wanli Zuo Daxin Jiang 36 8 0 11 Nov 2020
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling Ishan Jindal Yunyao Li Siddhartha Brahma Huaiyu Zhu 27 2 0 09 Nov 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 67 25 0 23 Oct 2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification Abdullatif Köksal Arzucan Özgür 43 19 0 19 Oct 2020
Coarse-to-Fine Pre-training for Named Entity Recognition Mengge Xue Yu Bowen Zhenyu Zhang Tingwen Liu Yue Zhang Bin Wang 30 52 0 16 Oct 2020
Model Selection for Cross-Lingual Transfer Yang Chen Alan Ritter 48 12 0 13 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 41 17 0 06 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 23 46 0 15 Jul 2020
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei Xu Alan Ritter 66 115 0 04 May 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Weijia Xu Batool Haider Saab Mansour 14 149 0 29 Apr 2020
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning Zihan Liu Genta Indra Winata Andrea Madotto Pascale Fung CLL 59 18 0 29 Apr 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 26 69 0 26 Apr 2020
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 51 99 0 14 Apr 2020
XPersona: Evaluating Multilingual Personalized Chatbot Zhaojiang Lin Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Yejin Bang Etsuko Ishii Pascale Fung 62 57 0 17 Mar 2020
Zero-Resource Cross-Domain Named Entity Recognition Zihan Liu Genta Indra Winata Pascale Fung 51 45 0 14 Feb 2020
On the Importance of Word Order Information in Cross-lingual Sequence Labeling Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Zhaojiang Lin Pascale Fung 29 3 0 30 Jan 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 43 7 0 17 Jan 2020
Towards Lingua Franca Named Entity Recognition with BERT Taesun Moon Parul Awasthy Jian Ni Radu Florian 24 29 0 19 Nov 2019
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources Qianhui Wu Zijia Lin Guoxin Wang Hui Chen Börje F. Karlsson Biqing Huang Chin-Yew Lin 29 68 0 14 Nov 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping Jian Ni Radu Florian 32 21 0 31 Oct 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER Phillip Keung Y. Lu Vikas Bhardwaj 39 81 0 31 Aug 2019
Generalized Data Augmentation for Low-Resource Translation Mengzhou Xia X. Kong Antonios Anastasopoulos Graham Neubig 23 119 0 10 Jun 2019
Choosing Transfer Languages for Cross-Lingual Learning Yu-Hsiang Lin Chian-Yu Chen Jean Lee Zirui Li Yuyan Zhang ... Zhisong Zhang Xuezhe Ma Antonios Anastasopoulos Patrick Littell Graham Neubig 32 232 0 29 May 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 44 670 0 19 Apr 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 49 1,145 0 22 Dec 2018
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 27 198 0 14 Dec 2018
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages V. Rudra Murthy Anoop Kunchukuttan P. Bhattacharyya 50 42 0 01 Nov 2018
Multi-Source Cross-Lingual Model Transfer: Learning What to Share Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie 36 20 0 08 Oct 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 194 1,642 0 11 Oct 2017