Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks

18 March 2017

Papers citing "Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks"

43 / 43 papers shown

Title
Cross-domain Named Entity Recognition via Graph Matching Junhao Zheng Haibin Chen Qianli Ma 46 24 0 02 Aug 2024
Cross-lingual Argument Mining in the Medical Domain Anar Yeginbergenova Rodrigo Agerri 42 7 0 25 Jan 2023
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets Peilin Zhou Zeqiang Wang Dading Chong Zhijiang Guo Yining Hua Zichang Su Zhiyang Teng Jiageng Wu Jie Yang 38 20 0 28 Sep 2022
Reference Resolution and Context Change in Multimodal Situated Dialogue for Exploring Data Visualizations Abhinav Kumar Barbara Maria Di Eugenio Abari Bhattacharya Jillian Aurisano Andrew Johnson 14 2 0 06 Sep 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition Linyi Yang Lifan Yuan Leyang Cui Wen Gao Yue Zhang 21 15 0 24 Aug 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
Flipping the switch on local exploration: Genetic Algorithms with Reversals Ankit Grover Vaishali Yadav Bradly Alicea 11 0 0 02 Feb 2022
AdaRNN: Adaptive Learning and Forecasting of Time Series Yuntao Du Jindong Wang Wenjie Feng Sinno Jialin Pan Tao Qin Renjun Xu Chongjun Wang AI4TS 35 236 0 10 Aug 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
SGPT: Semantic Graphs based Pre-training for Aspect-based Sentiment Analysis Yong Qian Zhongqing Wang Rong Xiao Chen Chen Haihong Tang 25 4 0 26 May 2021
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network Zihan Wang Hongye Song Z. Ren Pengjie Ren Zhumin Chen Xiaozhong Liu Hongsong Li Maarten de Rijke AILaw 30 13 0 13 May 2021
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection Xu Guo Boyang Albert Li Han Yu C. Miao AAML 28 17 0 19 Apr 2021
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 21 18 0 11 Feb 2021
Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Zhifeng Hao Di Lv Zijian Li Ruichu Cai Wen Wen Boyan Xu 11 12 0 22 Dec 2020
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 76 142 0 08 Dec 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 19 46 0 04 Dec 2020
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models Zhiyong He Zanbo Wang Wei Wei Shanshan Feng Xian-Ling Mao Sheng Jiang VLM 36 28 0 13 Nov 2020
Global Attention for Name Tagging Boliang Zhang Spencer Whitehead Lifu Huang Heng Ji 47 17 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 17 52 0 16 Oct 2020
Fast Cross-domain Data Augmentation through Neural Sentence Editing Guillaume Raille Sandra Djambazovska C. Musat 14 11 0 23 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
Schema-Guided Dialogue State Tracking Task at DSTC8 Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 19 41 0 02 Feb 2020
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 14 68 0 14 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 27 129 0 06 Nov 2019
Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification Pratik Kayal M. Singh Pawan Goyal 22 4 0 29 Oct 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 11 588 0 25 Oct 2019
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision Hongliang Dai Yangqiu Song 11 107 0 07 Jul 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 14 68 0 05 Jun 2019
Cross-lingual transfer learning for spoken language understanding Q. Do Judith Gaspers 32 20 0 03 Apr 2019
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Thai-Hoang Pham Khai Mai M. T. Nguyen Nguyen Tuan Duc Danushka Bollegala Ryohei Sasano Satoshi Sekine 21 4 0 26 Feb 2019
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 13 92 0 15 Oct 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
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 26 67 0 13 Aug 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 55 188 0 14 Jun 2018
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce Minghui Qiu Liu Yang Feng Ji Weipeng Zhao W. Zhou Jun Huang Haiqing Chen W. Bruce Croft Wei Lin 25 24 0 14 Jun 2018
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 118 161 0 12 Jun 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 16 664 0 05 May 2018
Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition Zhenghui Wang Yanru Qu Liheng Chen Jian Shen Weinan Zhang Shaodian Zhang Yimei Gao Gen Gu Ken Chen Yong Yu 14 64 0 24 Apr 2018
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation Guangneng Hu Yu Zhang Qiang Yang 25 399 0 18 Apr 2018
Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Yu Gong Xusheng Luo Yu Zhu Wenwu Ou Zhao Li Muhua Zhu Kenny Q. Zhu Lu Duan Xi Chen 11 30 0 30 Mar 2018
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce Jianfei Yu Minghui Qiu Jing Jiang Jun Huang Shuangyong Song Wei Chu Haiqing Chen 23 101 0 23 Nov 2017
What matters in a transferable neural network model for relation classification in the biomedical domain? Sunil Kumar Sahu Ashish Anand 15 9 0 11 Aug 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 19 634 0 29 Apr 2017