ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

20 February 2023

Papers citing "ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT"

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Title
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 54 49 0 21 May 2024
Word Alignment as Preference for Machine Translation Qiyu Wu Masaaki Nagata Zhongtao Miao Yoshimasa Tsuruoka 60 5 0 15 May 2024
Targeted Augmentation for Low-Resource Event Extraction Sijia Wang Lifu Huang 32 1 0 14 May 2024
ADELIE: Aligning Large Language Models on Information Extraction Y. Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 46 7 0 08 May 2024
P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models Guochao Jiang Zepeng Ding Yuchen Shi Deqing Yang 56 2 0 08 May 2024
Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features Chuanbo Hu Wenqi Li Mindi Ruan Xiangxu Yu Lynn K. Paul Shuo Wang Xin Li 25 3 0 03 May 2024
Extracting chemical food safety hazards from the scientific literature automatically using large language models Neris Özen Wenjuan Mu E. V. Asselt L. Bulk 31 1 0 01 May 2024
Evaluating and Mitigating Linguistic Discrimination in Large Language Models Guoliang Dong Haoyu Wang Jun Sun Xinyu Wang 45 3 0 29 Apr 2024
A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao Zhi Jin Yifan Zhang Xiancai Chen Xiaoying Bai Yue Fang Haiyan Zhao Jia Li Chongyang Tao LRM 44 3 0 26 Apr 2024
To what extent is ChatGPT useful for language teacher lesson plan creation? A. Dornburg Kristin Davin 43 1 0 25 Apr 2024
Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs Biyang Guo He Wang Wenyilin Xiao Hong Chen Zhuxin Lee Songqiao Han Hailiang Huang 34 2 0 19 Apr 2024
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction Zepeng Ding Wenhao Huang Jiaqing Liang Deqing Yang Yanghua Xiao KELM 29 5 0 15 Apr 2024
Discourse-Aware In-Context Learning for Temporal Expression Normalization Akash Kumar Gautam Lukas Lange Jannik Strötgen 34 0 0 11 Apr 2024
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 49 1 0 09 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
How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations? Ishani Mondal Abhilasha Sancheti 24 1 0 07 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 57 36 0 07 Apr 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction Bowen Zhang Harold Soh 34 17 0 05 Apr 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction Yuchen Fan Yantao Liu Zijun Yao Jifan Yu Lei Hou Juanzi Li ELM 29 3 0 04 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 11 0 02 Apr 2024
Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching Shulin Liu Chengcheng Xu Hao Liu T. Yu Tao Yang 41 1 0 29 Mar 2024
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases Wenhao Huang Qi He Zhixu Li Jiaqing Liang Yanghua Xiao 34 2 0 25 Mar 2024
AutoRE: Document-Level Relation Extraction with Large Language Models Lilong Xue Zhang Dan Dong Yuxiao Jie Tang 41 8 0 21 Mar 2024
Construction of Hyper-Relational Knowledge Graphs Using Pre-Trained Large Language Models Preetha Datta Fedor Vitiugin Anastasiia Chizhikova Nitin Sawhney KELM 52 1 0 18 Mar 2024
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models Yuzhao Heng Chun-Ying Deng Yitong Li Yue Yu Yinghao Li Rongzhi Zhang Chao Zhang 33 4 0 17 Mar 2024
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis Yanming Liu Xinyue Peng Tianyu Du Jianwei Yin Weihao Liu Xuhong Zhang LRM 35 16 0 11 Mar 2024
ChatASU: Evoking LLM's Reflexion to Truly Understand Aspect Sentiment in Dialogues Yiding Liu Jingjing Wang Jiamin Luo Tao Zeng Guodong Zhou LLMAG LRM 16 0 0 08 Mar 2024
ChatUIE: Exploring Chat-based Unified Information Extraction using Large Language Models Jun Xu Mengshu Sun Qing Cui Jun Zhou 48 1 0 08 Mar 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 47 8 0 07 Mar 2024
Can Small Language Models be Good Reasoners for Sequential Recommendation? Yuling Wang Changxin Tian Binbin Hu Yanhua Yu Ziqi Liu Qing Cui Jun Zhou Liang Pang Xiao Wang LRM 48 26 0 07 Mar 2024
Improving Event Definition Following For Zero-Shot Event Detection Zefan Cai Po-Nien Kung Ashima Suvarna Mingyu Derek Ma Hritik Bansal Baobao Chang P. Brantingham Wei Wang Nanyun Peng 37 8 0 05 Mar 2024
DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models Kedi Chen Qin Chen Jie Zhou Yishen He Liang He HILM 40 1 0 01 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 43 2 0 01 Mar 2024
Towards Modeling Learner Performance with Large Language Models Seyed Parsa Neshaei Richard Lee Davis Adam Hazimeh Bojan Lazarevski Pierre Dillenbourg Tanja Käser AI4Ed 41 5 0 29 Feb 2024
Deep Learning Based Named Entity Recognition Models for Recipes Mansi Goel Ayush Agarwal Shubham Agrawal Janak Kapuriya Akhil Vamshi Konam Rishabh Gupta Shrey Rastogi Niharika Ganesh Bagler 34 4 0 27 Feb 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Pei Wang Keqing He Yejie Wang Xiaoshuai Song Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 35 6 0 27 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
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments Junzhe Chen Xuming Hu Shuodi Liu Shiyu Huang Weijuan Tu Zhaofeng He Lijie Wen ELM LLMAG 48 10 0 26 Feb 2024
Unlocking the Power of Large Language Models for Entity Alignment Xuhui Jiang Yinghan Shen Zhichao Shi Chengjin Xu Wei Li Zixuan Li Jian Guo Huawei Shen Yuanzhuo Wang 30 7 0 23 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 30 10 0 22 Feb 2024
Qsnail: A Questionnaire Dataset for Sequential Question Generation Yan Lei Liang Pang Yuanzhuo Wang Huawei Shen Xueqi Cheng 40 0 0 22 Feb 2024
EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language Models Jun Gao Huan Zhao Wei Wang Changlong Yu Ruifeng Xu OffRL 27 4 0 18 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 76 15 0 17 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 40 10 0 17 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 32 7 0 17 Feb 2024
Reinforcement Learning from Human Feedback with Active Queries Kaixuan Ji Jiafan He Quanquan Gu 24 17 0 14 Feb 2024
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction Yansong Ning Hao Liu LLMAG 33 2 0 10 Feb 2024
ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement Saurabh Bhausaheb Zinjad Amrita Bhattacharjee Amey Bhilegaonkar Huan Liu 11 6 0 09 Feb 2024
Can ChatGPT evaluate research quality? Mike Thelwall AI4MH 34 25 0 08 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 35 159 0 06 Feb 2024