Empower Sequence Labeling with Task-Aware Neural Language Model

13 September 2017

Xiang Ren

Papers citing "Empower Sequence Labeling with Task-Aware Neural Language Model"

36 / 36 papers shown

Title
Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension Leilei Su Jian Chen Yifan Peng Cong Sun 25 2 0 12 Aug 2023
DMNER: Biomedical Entity Recognition by Detection and Matching Junyi Bian Rongze Jiang W. Zhai Tianyang Huang Hong Zhou Shanfeng Zhu 11 2 0 27 Jun 2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN Shuhe Wang Yuxian Meng Rongbin Ouyang Jiwei Li Tianwei Zhang Lingjuan Lyu Guoyin Wang 27 9 0 05 Dec 2022
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags Jiang-Dong Liu Donghong Ji Jingye Li Dongdong Xie Chong Teng Liang Zhao Fei Li 24 15 0 01 Nov 2022
Jointly Learning Span Extraction and Sequence Labeling for Information Extraction from Business Documents Nguyen Hong Son Hieu M. Vu Tuan-Anh Dang Nguyen Minh Le Nguyen 32 5 0 26 May 2022
Neural Structured Prediction for Inductive Node Classification Meng Qu Huiyu Cai Jian Tang BDL GNN 13 18 0 15 Apr 2022
$k$ NN-NER: Named Entity Recognition with Nearest Neighbor Search Shuhe Wang Xiaoya Li Yuxian Meng Tianwei Zhang Rongbin Ouyang Jiwei Li Guoyin Wang 23 11 0 31 Mar 2022
Conformal prediction for text infilling and part-of-speech prediction N. Dey Jing Ding Jack G. Ferrell Carolina Kapper Maxwell Lovig Emiliano Planchon Jonathan P. Williams UQLM 21 19 0 04 Nov 2021
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction Dong-Ho Lee Ravi Kiran Selvam Sheikh Muhammad Sarwar Bill Yuchen Lin Fred Morstatter Jay Pujara Elizabeth Boschee James Allan Xiang Ren 31 2 0 10 Sep 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition Fei Li Zhichao Lin Meishan Zhang Donghong Ji 16 92 0 28 Jun 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 Mar 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 22 52 0 12 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
LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning S. Kumari Vibhav Agarwal B. Challa Kranti Chalamalasetti Sourav Ghosh Harshavardhana Barath Raj Kandur Raja 11 1 0 15 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
On the Transformer Growth for Progressive BERT Training Xiaotao Gu Liyuan Liu Hongkun Yu Jing Li Cheng Chen Jiawei Han VLM 69 51 0 23 Oct 2020
Global Attention for Name Tagging Boliang Zhang Spencer Whitehead Lifu Huang Heng Ji 47 17 0 19 Oct 2020
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields Jingxuan Yang Kerui Xu Jun Xu Si Li Sheng Gao Jun Guo Ji-Rong Wen Nianwen Xue 19 7 0 07 Oct 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 17 7 0 05 Jun 2020
FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li Hang Yan Xipeng Qiu Xuanjing Huang 39 389 0 24 Apr 2020
Keeping it simple: Implementation and performance of the proto-principle of adaptation and learning in the language sciences P. Milin Harish Tayyar Madabushi Mike Croucher Dagmar Divjak 11 13 0 08 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
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 27 129 0 06 Nov 2019
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis Junhua Liu Yung Chuen Ng Kristin L. Wood Kwan Hui Lim 15 6 0 22 Oct 2019
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy Yu Bowen Zhenyu Zhang Jianlin Su Yubin Wang Tingwen Liu Bin Wang Sujian Li 25 167 0 10 Sep 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks Haoyang Huang Yaobo Liang Nan Duan Ming Gong Linjun Shou Daxin Jiang M. Zhou 31 230 0 03 Sep 2019
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Shengfei Lyu Linghao Sun Huixiong Yi Yong-jin Liu Huanhuan Chen Chun Miao 16 0 0 04 Jun 2019
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping Joel Mathew Shobeir Fakhraei J. Ambite 27 14 0 01 Jun 2019
Named Entity Analysis and Extraction with Uncommon Words Xiaoshi Zhong Erik Cambria Jagath Rajapakse 11 1 0 16 Oct 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 13 92 0 15 Oct 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 6 333 0 22 Sep 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
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
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 17 44 0 20 Apr 2018