A Unified Generative Framework for Various NER Subtasks

2 June 2021

Qipeng Guo

Xipeng Qiu

Papers citing "A Unified Generative Framework for Various NER Subtasks"

50 / 130 papers shown

Title
Universal Information Extraction with Meta-Pretrained Self-Retrieval Yu Bowen Mengcheng Fang Tingwen Liu Haiyang Yu Zhongkai Hu Fei Huang Yongbin Li Bin Wang RALM SSL 36 7 0 18 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 35 715 0 14 Jun 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers Israt Jahan Md Tahmid Rahman Laskar Chun Peng J. Huang LM&MA MedIm AI4MH 43 30 0 07 Jun 2023
A Sequence-to-Sequence&Set Model for Text-to-Table Generation Tong Li Zhihao Wang Liangying Shao Xuling Zheng Xiaoli Wang Jinsong Su LMTD 22 18 0 31 May 2023
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER Amirhossein Layegh A. H. Payberah A. Soylu Dumitru Roman M. Matskin VLM 25 8 0 29 May 2023
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition Zhen Zhang Mengting Hu Shiwan Zhao Minlie Huang Haotian Wang Lemao Liu Zhirui Zhang Zhe Liu Bingzhe Wu EDL 38 10 0 29 May 2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition Yongliang Shen Zeqi Tan Shuhui Wu Wenqi Zhang Rongsheng Zhang Yadong Xi Weiming Lu Y. Zhuang 41 33 0 26 May 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model I-Hung Hsu Zhiyu Xie Kuan-Hao Huang Premkumar Natarajan Nanyun Peng 32 41 0 26 May 2023
DiffusionNER: Boundary Diffusion for Named Entity Recognition Yongliang Shen Kaitao Song Xuejiao Tan Dongsheng Li Weiming Lu Y. Zhuang DiffM 45 33 0 22 May 2023
Enhancing Few-shot NER with Prompt Ordering based Data Augmentation Huiming Wang Liying Cheng Wenxuan Zhang D. Soh Lidong Bing 19 2 0 19 May 2023
Learning In-context Learning for Named Entity Recognition Jiawei Chen Yaojie Lu Hongyu Lin Jie Lou Wei Jia Dai Dai Hua-Hong Wu Boxi Cao Xianpei Han Le Sun NAI 49 19 0 18 May 2023
Easy-to-Hard Learning for Information Extraction Chang Gao Wenxuan Zhang Wai Lam Lidong Bing SyDa 32 11 0 16 May 2023
Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition Yawen Yang Xuming Hu Fukun Ma Shuang Li Aiwei Liu Lijie Wen Philip S. Yu 14 5 0 12 May 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 28 67 0 09 May 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion Haopeng Zhang Xiao Liu Jiawei Zhang DiffM 72 40 0 02 May 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction Chengyuan Liu Fubang Zhao Yangyang Kang Jingyuan Zhang Xiang Zhou Changlong Sun Kun Kuang Fei Wu 40 9 0 28 Apr 2023
Prompt-Learning for Cross-Lingual Relation Extraction Chiaming Hsu Changtong Zan Liang Ding Longyue Wang Xiaoting Wang Weifeng Liu Fu Lin Wenbin Hu LRM 26 5 0 20 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Feiyu Xiong Wei Guo Huajun Chen Ningyu Zhang 11 36 0 18 Apr 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang M. Zhang Tat-Seng Chua 26 76 0 13 Apr 2023
Multi-task Transformer with Relation-attention and Type-attention for Named Entity Recognition Ying Mo Hongyin Tang Jiahao Liu Qifan Wang Zenglin Xu Jingang Wang Wei Yu Wu Zhoujun Li 13 6 0 20 Mar 2023
Exploring the Limits of Transfer Learning with Unified Model in the Cybersecurity Domain Kuntal Kumar Pal Kazuaki Kashihara Ujjwala Anantheswaran Kirby Kuznia S. Jagtap Chitta Baral AAML 11 3 0 20 Feb 2023
Distillation of encoder-decoder transformers for sequence labelling M. Farina D. Pappadopulo Anant Gupta Leslie Huang Ozan Irsoy Thamar Solorio VLM 103 3 0 10 Feb 2023
A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends Xiaoye Qu Yingjie Gu Qingrong Xia Zechang Li Zhefeng Wang Baoxing Huai 25 17 0 07 Feb 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He Jinho D. Choi 36 4 0 05 Feb 2023
KG-BERTScore: Incorporating Knowledge Graph into BERTScore for Reference-Free Machine Translation Evaluation Zhanglin Wu Min Zhang Mingsheng Zhu Yinglu Li Tingting Zhu Hao Yang Song Peng Ying Qin 22 5 0 30 Jan 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER Xiang Chen Lei Li Q. Fei Ningyu Zhang Chuanqi Tan Yong-jia Jiang Fei Huang Huajun Chen 26 23 0 25 Jan 2023
Sequence Generation with Label Augmentation for Relation Extraction Bo Li Dingyao Yu Wei Ye Jinglei Zhang Shikun Zhang VLM 31 18 0 29 Dec 2022
A Marker-based Neural Network System for Extracting Social Determinants of Health Xingmeng Zhao Anthony Rios 8 1 0 24 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 21 2 0 09 Dec 2022
PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets Jinghui Lu Rui Zhao Brian Mac Namee Fei Tan 24 18 0 27 Nov 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Guimin Hu Ting-En Lin Yi Zhao Guangming Lu Yuchuan Wu Yongbin Li 31 110 0 21 Nov 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 21 15 0 01 Nov 2022
Recognizing Nested Entities from Flat Supervision: A New NER Subtask, Feasibility and Challenges Enwei Zhu Yiyang Liu Ming Jin Jinpeng Li 37 1 0 01 Nov 2022
DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng-Wei Zhang 62 7 0 28 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 51 70 0 23 Oct 2022
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks Xuming Hu Yong-jia Jiang Aiwei Liu Zhongqiang Huang Pengjun Xie Fei Huang Lijie Wen Philip S. Yu 36 13 0 19 Oct 2022
End-to-End Entity Detection with Proposer and Regressor Xueru Wen Changjian Zhou Haotian Tang Luguang Liang Yu-Gang Jiang Hong Qi 3DV 24 1 0 19 Oct 2022
Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition Xueru Wen Changjiang Zhou Haotian Tang Luguang Liang Yu-Gang Jiang Hong Qi 30 0 0 19 Oct 2022
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks Weiwen Xu Xin Li Yang Deng W. Lam Lidong Bing 31 9 0 17 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 27 2 0 14 Oct 2022
A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2) Caio Corro 14 7 0 10 Oct 2022
Deep Span Representations for Named Entity Recognition Enwei Zhu Yiyang Liu Jinpeng Li 13 9 0 09 Oct 2022
GROOT: Corrective Reward Optimization for Generative Sequential Labeling Kazuma Hashimoto K. Raman VLM 13 1 0 29 Sep 2022
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model Martin Fajcik Muskaan Singh Juan Pablo Zuluaga Esaú Villatoro-Tello Sergio Burdisso P. Motlícek Pavel Smrz 27 4 0 08 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 30 47 0 30 Aug 2022
DICE: Data-Efficient Clinical Event Extraction with Generative Models Mingyu Derek Ma Alex S. Taylor Wei Wang Nanyun Peng MedIm 30 26 0 16 Aug 2022
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition Hang Yan Yu Sun Xiaonan Li Xipeng Qiu 24 28 0 09 Aug 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 43 5 0 02 Aug 2022
DavarOCR: A Toolbox for OCR and Multi-Modal Document Understanding Liang Qiao Hui Jiang Ying Chen Can Li Pengfei Li ... Dashan Guo Yi Xu Yunlu Xu Zhanzhan Cheng Yi Niu 21 5 0 14 Jul 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick K. L. Ng Zhiguo Wang Bing Xiang 19 4 0 10 Jun 2022