WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition

7 December 2022

Papers citing "WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition"

27 / 27 papers shown

Title
MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition S. Malmasi Anjie Fang B. Fetahu Sudipta Kar Oleg Rokhlenko 67 70 0 30 Aug 2022
USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition Beiduo Chen Jun-Yu Ma Jiajun Qi Wu Guo Zhen-Hua Ling Quan Liu 48 16 0 07 Mar 2022
Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition Ying Zhang Fandong Meng Jinan Xu Jinan Xu Jie Zhou 53 10 0 22 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 55 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 69 34 0 01 Jun 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Kuan-Hao Huang Wasi Uddin Ahmad Nanyun Peng Kai-Wei Chang AAML 123 34 0 17 Apr 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Benjamin Muller Yanai Elazar Benoît Sagot Djamé Seddah LRM 51 75 0 26 Jan 2021
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 56 46 0 15 Jul 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin Minheng Ni Yue Zhang Wanxiang Che 78 152 0 11 Jun 2020
Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation Le Thanh Nguyen-Meidine Eric Granger M. Kiran Jose Dolz Louis-Antoine Blais-Morin 43 23 0 16 May 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 44 69 0 26 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu Wang Hoifung Poon Jianfeng Gao AAML 76 185 0 20 Apr 2020
Zero-Resource Cross-Domain Named Entity Recognition Zihan Liu Genta Indra Winata Pascale Fung 64 47 0 14 Feb 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao T. Zhao 86 561 0 08 Nov 2019
TinyBERT: Distilling BERT for Natural Language Understanding Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Linlin Li F. Wang Qun Liu VLM 105 1,860 0 23 Sep 2019
Entity Projection via Machine Translation for Cross-Lingual NER Alankar Jain Bhargavi Paranjape Zachary Chase Lipton 40 70 0 31 Aug 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER Phillip Keung Y. Lu Vikas Bhardwaj 73 81 0 31 Aug 2019
Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification Mengting Hu Yike Wu Shiwan Zhao Honglei Guo Renhong Cheng Zhong Su 45 22 0 24 Aug 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 153 1,410 0 04 Jun 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 100 679 0 19 Apr 2019
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 61 94 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Neural Cross-Lingual Named Entity Recognition with Minimal Resources Jiateng Xie Zhilin Yang Graham Neubig Noah A. Smith J. Carbonell 59 187 0 29 Aug 2018
Hybrid semi-Markov CRF for Neural Sequence Labeling Zhiquan Ye Zhenhua Ling 64 57 0 10 May 2018
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection Jian Ni Georgiana Dinu Radu Florian 55 144 0 08 Jul 2017
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 359 19,643 0 09 Mar 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,199 0 10 Feb 2015