GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling

6 June 2019

Jie Zhou

Papers citing "GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling"

39 / 39 papers shown

Title
KnowCoder-V2: Deep Knowledge Analysis Zixuan Li Wenxuan Liu Long Bai Chunmao Zhang Wei Li ... Bingbing Xu Xuhui Jiang Xiaolong Jin Jiafeng Guo Xueqi Cheng 22 0 0 07 Jun 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code Yuxin Zuo Wenxuan Jiang Wenxuan Liu Zehan Li Long Bai Hanbin Wang Yutao Zeng Xiaolong Jin Jiafeng Guo Xueqi Cheng 25 0 0 07 Nov 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 153 1 0 18 Sep 2024
A Two Dimensional Feature Engineering Method for Relation Extraction Hao Wang Yanping Chen Weizhe Yang Yongbin Qin Ruizhang Huang 71 1 0 07 Apr 2024
Low-Cost and Real-Time Industrial Human Action Recognitions Based on Large-Scale Foundation Models Wensheng Liang Ruiyan Zhuang Xianwei Shi Shuai Li Zhicheng Wang Xiaoguang Ma CVBM AI4CE 49 2 0 13 Mar 2024
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction Zixuan Li Yutao Zeng Yuxin Zuo Weicheng Ren Wenxuan Liu ... Yidan Liu Pan Yang Xiaolong Jin Jiafeng Guo Xueqi Cheng OffRL 97 34 0 12 Mar 2024
Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion Weide Liu Xiaoyang Zhong Jingwen Hou Shaohua Li Haozhe Huang Yuming Fang EDL 48 5 0 29 Jun 2023
A Global Context Mechanism for Sequence Labeling Conglei Xu Kun Shen Hongguang Sun Yang Xu 67 6 0 31 May 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 86 159 0 17 Apr 2023
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen Ningyu Zhang Lei Li Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen 53 34 0 07 May 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 65 11 0 31 Mar 2022
InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER Liwen Wang Rumei Li Yang Yan Yuanmeng Yan Sirui Wang Wei Wu Weiran Xu 77 55 0 08 Mar 2022
Named entity recognition architecture combining contextual and global features T. Hanh A. Doucet Nicolas Sidère Jose G. Moreno Senja Pollak NAI 49 12 0 15 Dec 2021
Identification of Fine-Grained Location Mentions in Crisis Tweets Sarthak Khanal Maria Traskowsky Doina Caragea 56 4 0 11 Nov 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 126 71 0 31 Aug 2021
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation Chester Palen-Michel Nolan Holley Constantine Lignos 58 12 0 29 Jul 2021
Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition Ying Zhang Fandong Meng Jinan Xu Jinan Xu Jie Zhou 63 10 0 22 Jul 2021
Template-Based Named Entity Recognition Using BART Leyang Cui Yu Wu Jian Liu Sen Yang Yue Zhang 95 355 0 03 Jun 2021
Neural Sequence Segmentation as Determining the Leftmost Segments Yangming Li Lemao Liu Kaisheng Yao 51 5 0 15 Apr 2021
Locally-Contextual Nonlinear CRFs for Sequence Labeling Harshil Shah Tim Z. Xiao David Barber 58 4 0 30 Mar 2021
Masked Conditional Random Fields for Sequence Labeling Tianwen Wei Jianwei Qi Shenghuang He Songtao Sun 47 18 0 19 Mar 2021
Few-Shot Named Entity Recognition: A Comprehensive Study Jiaxin Huang Chunyuan Li K. Subudhi Damien Jose S. Balakrishnan Weizhu Chen Baolin Peng Jianfeng Gao Jiawei Han 82 80 0 29 Dec 2020
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding Amir Pouran Ben Veyseh Franck Dernoncourt Thien Huu Nguyen Walter Chang Leo Anthony Celi 118 32 0 22 Dec 2020
An End-to-End Solution for Named Entity Recognition in eCommerce Search Xiang Cheng Mitchell Bowden Bhushan Ramesh Bhange Priyanka Goyal T. Packer F. Javed 42 19 0 11 Dec 2020
Segmenting Natural Language Sentences via Lexical Unit Analysis Yangming Li Lemao Liu Shuming Shi 110 5 0 10 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 77 32 0 13 Nov 2020
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information Yuyang Nie Yuanhe Tian Yan Song Xiang Ao Xiang Wan NAI 73 71 0 29 Oct 2020
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations Youmi Ma Tatsuya Hiraoka Naoaki Okazaki 56 17 0 15 Oct 2020
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions Dongyeop Kang Andrew Head Risham Sidhu Kyle Lo Daniel S. Weld Marti A. Hearst 62 25 0 11 Oct 2020
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor Xinyu Wang Yong Jiang Zhaohui Yan Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 84 10 0 10 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 109 177 0 10 Oct 2020
WeChat Neural Machine Translation Systems for WMT20 Fandong Meng Jianhao Yan Yijin Liu Yuan Gao Xia Zeng ... Peng Li Ming Chen Jie Zhou Sifan Liu Hao Zhou 96 21 0 01 Oct 2020
Exploring Cross-sentence Contexts for Named Entity Recognition with BERT Jouni Luoma S. Pyysalo 73 83 0 02 Jun 2020
Learning Architectures from an Extended Search Space for Language Modeling Yinqiao Li Chi Hu Yuhao Zhang Nuo Xu Yufan Jiang Tong Xiao Jingbo Zhu Tongran Liu Changliang Li 65 10 0 06 May 2020
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 112 129 0 06 Nov 2019
Improving Slot Filling by Utilizing Contextual Information Amir Pouran Ben Veyseh Franck Dernoncourt Thien Huu Nguyen 41 6 0 05 Nov 2019
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency Amir Pouran Ben Veyseh Franck Dernoncourt Dejing Dou Thien Huu Nguyen 73 40 0 05 Nov 2019
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding Takashi Shibuya Eduard H. Hovy 82 129 0 05 Sep 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 110 1,173 0 22 Dec 2018