A Unified MRC Framework for Named Entity Recognition

25 October 2019

Jiwei Li

Papers citing "A Unified MRC Framework for Named Entity Recognition"

50 / 222 papers shown

Title
Constraint Multi-class Positive and Unlabeled Learning for Distantly Supervised Named Entity Recognition Yuzhe Zhang M. Cen Hong Zhang 29 0 0 07 Apr 2025
GLiNER-biomed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition A. Yazdani Ihor Stepanov Douglas Teodoro VLM AI4CE 44 0 0 01 Apr 2025
Event Argument Extraction with Enriched Prompts Chen Liang 41 0 0 12 Jan 2025
Towards an Improved Metric for Evaluating Disentangled Representations Sahib Julka Yashu Wang Michael Granitzer 31 0 0 04 Oct 2024
Inside the Black Box: Detecting Data Leakage in Pre-trained Language Encoders Yuan Xin Zehan Li Ning Yu Dingfan Chen Mario Fritz Michael Backes Yang Zhang PILM MIACV 42 2 0 20 Aug 2024
Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities Yangzhen Wu P. Khuwaja K. Dev H. A. Hamadi Yiming Yang 35 1 0 01 Aug 2024
Biomedical Nested NER with Large Language Model and UMLS Heuristics Wenxin Zhou 29 1 0 07 Jul 2024
Why Don't Prompt-Based Fairness Metrics Correlate? A. Zayed Gonçalo Mordido Ioana Baldini Sarath Chandar ALM 47 4 0 09 Jun 2024
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models Mohammed-Khalil Ghali Abdelrahman Farrag Hajar Sakai Hicham El Baz Yu Jin Sarah Lam LM&MA MedIm 40 8 0 31 May 2024
Prompting-based Synthetic Data Generation for Few-Shot Question Answering Maximilian Schmidt A. Bartezzaghi Ngoc Thang Vu SyDa 44 5 0 15 May 2024
QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering Ouyang Sheng Jianzong Wang Yong Zhang Zhitao Li Ziqi Liang Xulong Zhang Ning Cheng Jing Xiao 19 0 0 30 Apr 2024
ToNER: Type-oriented Named Entity Recognition with Generative Language Model Guochao Jiang Ziqin Luo Yuchen Shi Dixuan Wang Jiaqing Liang Deqing Yang 40 8 0 14 Apr 2024
MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training Xiaojing Du Hanjie Zhao Danyan Xing Yuxiang Jia Hongying Zan 23 6 0 23 Mar 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 30 6 0 21 Mar 2024
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition Jonas Golde Felix Hamborg Alan Akbik 30 1 0 21 Mar 2024
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction Yifan Ding Michael Yankoski Tim Weninger 24 1 0 18 Mar 2024
EROS: Entity-Driven Controlled Policy Document Summarization Joykirat Singh Sehban Fazili Rohan Jain Md. Shad Akhtar 33 1 0 29 Feb 2024
DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition K. Enevoldsen Fredrik Jørgensen Morten H Baglini 23 0 0 28 Feb 2024
Rethinking Negative Instances for Generative Named Entity Recognition Yuyang Ding Juntao Li Pinzheng Wang Zecheng Tang Bowen Yan Min Zhang 50 10 0 26 Feb 2024
DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem Somnath Banerjee Avik Dutta Aaditya Agrawal Rima Hazra Animesh Mukherjee 24 2 0 25 Feb 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 28 10 0 22 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 54 15 0 17 Feb 2024
Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition Sota Nemoto Shunsuke Kitada Hitoshi Iyatomi 21 1 0 21 Jan 2024
Fairness-Aware Structured Pruning in Transformers A. Zayed Gonçalo Mordido Samira Shabanian Ioana Baldini Sarath Chandar 33 15 0 24 Dec 2023
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions Zeyu Han Fangrui Zhu Qianru Lao Huaizu Jiang ObjD 27 11 0 28 Nov 2023
Entity-Aspect-Opinion-Sentiment Quadruple Extraction for Fine-grained Sentiment Analysis Dan Ma Jun Xu Zongyu Wang Xuezhi Cao Yunsen Xian 11 0 0 28 Nov 2023
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission Jianfeng He Linlin Yu Shuo Lei Chang-Tien Lu Feng Chen UQLM 20 8 0 15 Nov 2023
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 34 31 0 14 Nov 2023
Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications Jatin Arora Youngja Park 29 7 0 30 Oct 2023
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 30 0 0 29 Oct 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 26 4 0 28 Oct 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Yuanjun Shi Linzhi Wu Minglai Shao 27 3 0 23 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
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models? Yu-Lin Tsai Chia-Yi Hsu Chulin Xie Chih-Hsun Lin Jia-You Chen Bo-wen Li Pin-Yu Chen Chia-Mu Yu Chun-ying Huang DiffM 28 77 0 16 Oct 2023
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 33 28 0 10 Oct 2023
Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure Haotong Yang Fanxu Meng Zhouchen Lin Muhan Zhang LRM 29 2 0 09 Oct 2023
Guideline Learning for In-context Information Extraction Chaoxu Pang Yixuan Cao Qiang Ding Ping Luo 13 19 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
A ModelOps-based Framework for Intelligent Medical Knowledge Extraction Hongxin Ding Peinie Zou Zhiyuan Wang Junfeng Zhao Yasha Wang Qiang Zhou 27 0 0 04 Oct 2023
Inspire the Large Language Model by External Knowledge on BioMedical Named Entity Recognition Junyi Bian Jiaxuan Zheng Yuyi Zhang Shanfeng Zhu 21 11 0 21 Sep 2023
Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach Yibo Wang Wenting Zhao Yao Wan Zhongfen Deng Philip S. Yu 33 4 0 20 Sep 2023
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation Kunlun Zhu Shihao Liang Xu Han Zhi Zheng Guoyang Zeng Zhiyuan Liu Maosong Sun 52 2 0 19 Sep 2023
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts Zhi-Yi Chin Chieh-Ming Jiang Ching-Chun Huang Pin-Yu Chen Wei-Chen Chiu DiffM 11 67 0 12 Sep 2023
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
Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Zifeng Cheng Qingyu Zhou Zhiwei Jiang Xuemin Zhao Yunbo Cao Qing Gu 20 3 0 16 Jul 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
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 42 29 0 16 Jun 2023
Comparing and combining some popular NER approaches on Biomedical tasks Harsh Verma S. Bergler Narjes Tahaei 13 3 0 30 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
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning Ran Zhou Xin Li Lidong Bing Erik Cambria Chun Miao 43 16 0 23 May 2023