GPT-NER: Named Entity Recognition via Large Language Models

20 April 2023

Jiwei Li

Papers citing "GPT-NER: Named Entity Recognition via Large Language Models"

50 / 77 papers shown

Title
LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs K. M. S. Islam A. S. Nipu Jiawei Wu Praveen Madiraju 46 0 0 13 May 2025
LLM-OptiRA: LLM-Driven Optimization of Resource Allocation for Non-Convex Problems in Wireless Communications Xinyue Peng Yanming Liu Yihan Cang Chaoqun Cao Ming Chen 56 0 0 04 May 2025
LLMs as Data Annotators: How Close Are We to Human Performance Muhammad Uzair Ul Haq Davide Rigoni A. Sperduti 27 0 0 21 Apr 2025
Knowledge Acquisition on Mass-shooting Events via LLMs for AI-Driven Justice Benign John Ihugba Afsana Nasrin Ling Wu Lin Li Lijun Qian Xishuang Dong 36 0 0 17 Apr 2025
Large Language Models as Span Annotators Zdeněk Kasner Vilém Zouhar Patrícia Schmidtová Ivan Kartáč Kristýna Onderková Ondřej Plátek Dimitra Gkatzia Saad Mahamood Ondrej Dusek Simone Balloccu ALM 40 0 0 11 Apr 2025
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
Structured Extraction of Process Structure Properties Relationships in Materials Science Amit K Verma Zhisong Zhang Junwon Seo Robin Kuo Runbo Jiang Emma Strubell Anthony Rollett 46 0 0 04 Apr 2025
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions Yichong Zhao Susumu Goto 65 0 0 05 Mar 2025
Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots Xiaoqun Liu Jiacheng Liang Qiben Yan Muchao Ye Jinyuan Jia Zhaohan Xi Jinyuan Jia Zhaohan Xi 56 0 0 28 Feb 2025
MedFILIP: Medical Fine-grained Language-Image Pre-training Xinjie Liang Xiangyu Li Fanding Li Jie Jiang Qing Dong Wei Wang Kaidi Wang Suyu Dong Gongning Luo Shuo Li LM&MA VLM MedIm 69 3 0 18 Jan 2025
Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation Yuji Naraki Ryosuke Yamaki Yoshikazu Ikeda Takafumi Horie Kotaro Yoshida Ryotaro Shimizu Hiroki Naganuma 66 2 0 03 Jan 2025
Freshness and Informativity Weighted Cognitive Extent and Its Correlation with Cumulative Citation Count Zehua Wang Jian Wu 55 0 0 31 Dec 2024
GeneSUM: Large Language Model-based Gene Summary Extraction Z. Chen Chuan Hu Min-Ying Wu Qingqing Long Yuanchun Zhou Yuanchun Zhou Meng Xiao 40 1 0 24 Dec 2024
Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models Chengyan Wu Bolei Ma Zheyu Zhang Ningyuan Deng Yanqing He Yun Xue LRM 85 0 0 17 Dec 2024
Efficient Alignment of Large Language Models via Data Sampling Amrit Khera Rajat Ghosh Debojyoti Dutta 36 1 0 15 Nov 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models Yilun Jin Zheng Li Chenwei Zhang Tianyu Cao Yifan Gao ... Yi Xu Kai Chen Qiang Yang Meng Jiang Bing Yin RALM 33 2 0 28 Oct 2024
ChuLo: Chunk-Level Key Information Representation for Long Document Processing Yan Li Soyeon Caren Han Yue Dai Feiqi Cao 33 0 0 14 Oct 2024
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 36 7 0 15 Sep 2024
Optimizing Performance: How Compact Models Match or Exceed GPT's Classification Capabilities through Fine-Tuning Baptiste Lefort Eric Benhamou Jean-Jacques Ohana David Saltiel B. Guez 25 0 0 22 Aug 2024
AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset Pritam Deka Sampath Rajapaksha Ruby Rani Amirah Almutairi Erisa Karafili 40 3 0 09 Aug 2024
MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities Ali Riza Durmaz Akhil Thomas Lokesh Mishra Rachana Niranjan Murthy Thomas Straub 40 1 0 05 Aug 2024
Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies Nikita Matkin Aleksei Smirnov Mikhail Usanin Egor Ivanov Kirill Sobyanin Sofiia Paklina Petr Parshakov 29 0 0 29 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 71 2 0 10 Jul 2024
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models Romy Fieblinger Md Tanvirul Alam Nidhi Rastogi 37 9 0 30 Jun 2024
Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification Huiyao Chen Yu Zhao Zulong Chen Mengjia Wang Liangyue Li Meishan Zhang Hao Fei BDL 53 7 0 25 Jun 2024
CancerLLM: A Large Language Model in Cancer Domain Mingchen Li Jiatan Huang Jeremy Yeung A. Blaes Steven Johnson Hongfang Liu Hua Xu Rui Zhang ELM LM&MA 32 4 0 15 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
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs Pranoy Panda Ankush Agarwal Chaitanya Devaguptapu Manohar Kaul Prathosh A P RALM 32 10 0 10 Jun 2024
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification Chun Liu Hongguang Zhang Kainan Zhao Xinghai Ju Lin Yang 50 4 0 06 Jun 2024
Falcon 7b for Software Mention Detection in Scholarly Documents AmeerAli Khan Qusai Ramadan Cong Yang Zeyd Boukhers 38 0 0 14 May 2024
Coding historical causes of death data with Large Language Models Bjorn-Richard Pedersen Maisha Islam D. T. Kristoffersen L. A. Bongo E. Garrett Alice Reid H. Sommerseth 38 2 0 13 May 2024
VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition Junyi Bian W. Zhai Xiaodi Huang Jiaxuan Zheng Shanfeng Zhu 43 2 0 27 Apr 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications Saranya Krishnamoorthy Ayush Singh Shabnam Tafreshi 24 0 0 25 Apr 2024
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024 Thuy Nguyen Thi Anh Nguyen Viet D. Thin Ngan Luu-Thuy Nguyen 34 0 0 23 Apr 2024
LTNER: Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking Faren Yan Peng Yu Xin Chen 41 3 0 08 Apr 2024
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models Wolfgang Otto Sharmila Upadhyaya Stefan Dietze 28 0 0 08 Apr 2024
LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages Nataliia Kholodna Sahib Julka Mohammad Khodadadi Muhammed Nurullah Gumus Michael Granitzer 37 10 0 02 Apr 2024
Evaluating Named Entity Recognition: Comparative Analysis of Mono- and Multilingual Transformer Models on Brazilian Corporate Earnings Call Transcriptions Ramon Abilio Guilherme Palermo Coelho A. D. Silva 36 0 0 18 Mar 2024
Extracting Polymer Nanocomposite Samples from Full-Length Documents Ghazal Khalighinejad Yuan Chiang L. C. Brinson Bhuwan Dhingra 27 2 0 01 Mar 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 32 2 0 25 Feb 2024
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data Sergei Bogdanov Alexandre Constantin Timothée Bernard Benoit Crabbé Etienne Bernard 42 19 0 23 Feb 2024
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task Jinxu Zhao Guanting Dong Yueyan Qiu Tingfeng Hui Xiaoshuai Song Daichi Guo Weiran Xu 29 1 0 22 Feb 2024
Knowledge of Pretrained Language Models on Surface Information of Tokens Tatsuya Hiraoka Naoaki Okazaki 32 1 0 15 Feb 2024
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies Yining Huang Keke Tang Meilian Chen 27 9 0 14 Feb 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition Jinghui Lu Ziwei Yang Yanjie Wang Xuejing Liu Brian Mac Namee Can Huang MoE 53 4 0 07 Feb 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 51 144 0 29 Dec 2023
A Simple LLM Framework for Long-Range Video Question-Answering Ce Zhang Taixi Lu Md. Mohaiminul Islam Ziyang Wang Shoubin Yu Mohit Bansal Gedas Bertasius 108 82 0 28 Dec 2023
HyperPIE: Hyperparameter Information Extraction from Scientific Publications T. Saier Mayumi Ohta Takuto Asakura Michael Färber 19 4 0 17 Dec 2023
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction Hongbin Ye Honghao Gui Aijia Zhang Tong Liu Wei Hua Weiqiang Jia LLMAG 33 5 0 05 Dec 2023
Transformer-based Named Entity Recognition in Construction Supply Chain Risk Management in Australia Milad Baghalzadeh Shishehgarkhaneh R. Moehler Yihai Fang Amer A. Hijazi Hamed Aboutorab 36 6 0 23 Nov 2023