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
Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction Jingheng Ye Shang Qin Hai-Tao Zheng Hai-Tao Zheng Shen Wang Qingsong Wen 58 0 0 24 Feb 2025
Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition Jielong Tang Zhenxing Wang Ziyang Gong Jianxing Yu Shuang Wang Jian Yin 53 0 0 28 Jan 2025
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition R. Cabral Soyeon Caren Han Areej Alhassan R. Batista-Navarro Goran Nenadic Josiah Poon 31 0 0 04 Nov 2024
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model Subhadip Nandi Neeraj Agrawal 26 0 0 01 Nov 2024
PANOS: Payload-Aware Navigation in Offroad Scenarios Kartikeya Singh Yash Turkar Christo Aluckal Charuvarahan Adhivarahan Karthik Dantu 26 0 0 25 Sep 2024
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents Yi Tu Chong Zhang Ya Guo Huan Chen Jinyang Tang Huijia Zhu Qi Zhang 43 3 0 02 Aug 2024
Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition Ke Bao Chonghuan Yang 27 0 0 24 Jul 2024
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? Wataru Hashimoto Hidetaka Kamigaito Taro Watanabe 27 1 0 02 Jul 2024
Composited-Nested-Learning with Data Augmentation for Nested Named Entity Recognition Xingming Liao Nankai Lin Haowen Li Lianglun Cheng Zhuowei Wang Chong Chen 40 0 0 18 Jun 2024
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation Jinyuan Li Ziyan Li Han Li Jianfei Yu Rui Xia Di Sun Gang Pan 40 2 0 11 Jun 2024
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction Xiang Dai Sarvnaz Karimi Abeed Sarker Ben Hachey Cécile Paris 26 1 0 28 May 2024
PyTorch-IE: Fast and Reproducible Prototyping for Information Extraction Arne Binder Leonhard Hennig Christoph Alt SyDa 29 3 0 16 May 2024
P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models Guochao Jiang Zepeng Ding Yuchen Shi Deqing Yang 43 2 0 08 May 2024
ToNER: Type-oriented Named Entity Recognition with Generative Language Model Guochao Jiang Ziqin Luo Yuchen Shi Dixuan Wang Jiaqing Liang Deqing Yang 35 8 0 14 Apr 2024
SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities Hyunjong Ok Taeho Kil Sukmin Seo Jaeho Lee 41 5 0 02 Apr 2024
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction Yifan Ding Michael Yankoski Tim Weninger 24 1 0 18 Mar 2024
Embedded Named Entity Recognition using Probing Classifiers Nicholas Popovic Michael Färber 45 1 0 18 Mar 2024
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder Kedi Chen Jie Zhou Qin Chen Shunyu Liu Liang He 38 2 0 01 Mar 2024
Rethinking Negative Instances for Generative Named Entity Recognition Yuyang Ding Juntao Li Pinzheng Wang Zecheng Tang Bowen Yan Min Zhang 44 10 0 26 Feb 2024
C-ICL: Contrastive In-context Learning for Information Extraction Ying Mo Jiahao Liu Jian Yang Qifan Wang Shun Zhang Jingang Wang Zhoujun Li 52 15 0 17 Feb 2024
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition Jinyuan Li Han Li Di Sun Jiahao Wang Wenkun Zhang Zan Wang Gang Pan 34 7 0 15 Feb 2024
In-Context Learning for Few-Shot Nested Named Entity Recognition Meishan Zhang Bin Wang Hao Fei Min Zhang NAI 44 3 0 02 Feb 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 49 1 0 18 Jan 2024
Text2MDT: Extracting Medical Decision Trees from Medical Texts Wei-wei Zhu Wenfeng Li Xing Tian Pengfei Wang Xiaoling Wang Jin Chen Yuanbin Wu Yuan Ni Guotong Xie 45 4 0 04 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Language Model as an Annotator: Unsupervised Context-aware Quality Phrase Generation Zhihao Zhang Yuan Zuo Chenghua Lin Junjie Wu 11 5 0 28 Dec 2023
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference Hongda Sun Hongzhan Lin Rui Yan SyDa 27 2 0 22 Dec 2023
Filtered Semi-Markov CRF Urchade Zaratiana Nadi Tomeh Niama El Khbir Pierre Holat Thierry Charnois 39 0 0 29 Nov 2023
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 29 31 0 14 Nov 2023
GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect Chengguang Gan Qinghao Zhang Tatsunori Mori 33 6 0 12 Nov 2023
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 29 14 0 09 Nov 2023
Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications Jatin Arora Youngja Park 24 7 0 30 Oct 2023
S2F-NER: Exploring Sequence-to-Forest Generation for Complex Entity Recognition Yongxiu Xu Heyan Huang Yue Hu 13 0 0 29 Oct 2023
A Survey on Semantic Processing Techniques Rui Mao Kai He Xulang Zhang Guanyi Chen Jinjie Ni Zonglin Yang Erik Cambria 23 34 0 22 Oct 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task Guanting Dong Tingfeng Hui Zhuoma Gongque Jinxu Zhao Daichi Guo Gang Zhao Keqing He Weiran Xu DiffM 11 7 0 16 Oct 2023
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit Jivnesh Sandhan Yaswanth Narsupalli Sreevatsa Muppirala Sriram Krishnan Pavankumar Satuluri Amba P. Kulkarni Pawan Goyal 29 1 0 14 Oct 2023
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition Shuhui Wu Yongliang Shen Zeqi Tan Wenqi Ren Jietian Guo Shiliang Pu Weiming Lu 34 4 0 12 Oct 2023
Benchmarking Large Language Models with Augmented Instructions for Fine-grained Information Extraction Junfeng Gao Huan Zhao Yice Zhang Wei Wang Changlong Yu Ruifeng Xu 19 12 0 08 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Sai Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 27 8 0 07 Oct 2023
SAGE: Structured Attribute Value Generation for Billion-Scale Product Catalogs A. Nikolakopoulos Swati Kaul Siva Karthik Gade Bella Dubrov Umit Batur Suleiman Ali Khan 8 1 0 12 Sep 2023
UniSA: Unified Generative Framework for Sentiment Analysis Zaijing Li Ting-En Lin Yuchuan Wu Meng Liu Fengxiao Tang Mingde Zhao Yongbin Li 29 16 0 04 Sep 2023
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 35 8 0 15 Aug 2023
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction Jie Yang S. Han Siqu Long Josiah Poon Goran Nenadic 37 0 0 12 Aug 2023
NBIAS: A Natural Language Processing Framework for Bias Identification in Text Shaina Razaa Muskan Garg Deepak John Reji Syed Raza Bashir Chen Ding 39 45 0 03 Aug 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 29 110 0 31 Jul 2023
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks Chengguang Gan Qinghao Zhang Tatsunori Mori 20 0 0 18 Jul 2023
Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Zifeng Cheng Qingyu Zhou Zhiwei Jiang Xuemin Zhao Yunbo Cao Qing Gu 18 3 0 16 Jul 2023
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition Chengguang Gan Qinghao Zhang Tatsunori Mori 24 2 0 28 Jun 2023
Identifying and Extracting Rare Disease Phenotypes with Large Language Models Cathy Shyr Yan Hu P. Harris Hua Xu LM&MA AI4MH 26 24 0 22 Jun 2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction Tianshuo Peng Z. Li Lefei Zhang Bo Du Hai Zhao 25 12 0 19 Jun 2023