ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

20 February 2023

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

50 / 188 papers shown

Title
Global-Liar: Factuality of LLMs over Time and Geographic Regions Shujaat Mirza Bruno Coelho Yuyuan Cui Christina Pöpper Damon McCoy HILM 19 5 0 31 Jan 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 61 12 0 24 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 50 25 0 03 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 51 146 0 29 Dec 2023
Can ChatGPT Read Who You Are? Erik Derner D. Kučera Nuria Oliver Jan Zahálka 40 6 0 26 Dec 2023
Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study Mingyang Song Xuelian Geng Songfang Yao Shilong Lu Yi Feng Liping Jing 40 6 0 23 Dec 2023
Generalized Category Discovery with Large Language Models in the Loop Wenbin An Wenkai Shi Feng Tian Haonan Lin Qianying Wang ... Mingxiang Cai Luyan Wang Yan Chen Haiping Zhu Ping Chen 27 10 0 18 Dec 2023
Prompting Datasets: Data Discovery with Conversational Agents Johanna Walker Elisavet Koutsiana Joe Massey Gefion Thuermer Elena Simperl 31 2 0 15 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 59 9 0 05 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 38 5 0 05 Dec 2023
Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models Andrea Papaluca Daniel Krefl Sergio Mendez Rodriguez Artem Lenskiy Hanna Suominen 26 2 0 04 Dec 2023
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting Yunshan Ma Chenchen Ye Zijian Wu Xiang Wang Yixin Cao Liang Pang Tat-Seng Chua AI4TS 23 0 0 02 Dec 2023
Large Language Models Are Zero-Shot Text Classifiers Zhiqiang Wang Yiran Pang Yanbin Lin 21 30 0 02 Dec 2023
How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction Mohan Raj Chanthran Lay-Ki Soon H. Ong Bhawani Selvaretnam AI4MH 20 2 0 20 Nov 2023
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads Yi Yang Hanyu Duan Ahmed Abbasi John P. Lalor Kar Yan Tam 19 6 0 17 Nov 2023
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models Tingyu Xie Qi Li Yan Zhang Zuozhu Liu Hongwei Wang 46 18 0 15 Nov 2023
CPopQA: Ranking Cultural Concept Popularity by LLMs Ming Jiang Mansi Joshi 30 6 0 14 Nov 2023
FAMuS: Frames Across Multiple Sources Siddharth Vashishtha Alexander Martin William Gantt Benjamin Van Durme Aaron Steven White 32 2 0 09 Nov 2023
LLMaAA: Making Large Language Models as Active Annotators Ruoyu Zhang Yanzeng Li Yongliang Ma Ming Zhou Lei Zou 35 68 0 30 Oct 2023
NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark Oscar Sainz Jon Ander Campos Iker García-Ferrero Julen Etxaniz Oier López de Lacalle Eneko Agirre 27 155 0 27 Oct 2023
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval Uri Katz Matan Vetzler Amir D. N. Cohen Yoav Goldberg 9 9 0 22 Oct 2023
Primacy Effect of ChatGPT Yiwei Wang Yujun Cai Muhao Chen Keli Zhang Bryan Hooi ALM AI4MH LRM 33 15 0 20 Oct 2023
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment Ji Qi Kaixuan Ji Xiaozhi Wang Jifan Yu Kaisheng Zeng Lei Hou Juanzi Li Bin Xu LRM 16 3 0 16 Oct 2023
Fine-tuning ChatGPT for Automatic Scoring Ehsan Latif Xiaoming Zhai AI4MH 54 93 0 16 Oct 2023
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 24 63 0 16 Oct 2023
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis Xiancai Xu Jia-Dong Zhang Rongchang Xiao Lei Xiong 28 5 0 10 Oct 2023
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction Haoran Luo E. Haihong Yuhao Yang Tianyu Yao Yikai Guo ... Wentai Zhang Kaiyang Wan Shiyao Peng Meina Song Wei Lin NAI 34 2 0 08 Oct 2023
Guideline Learning for In-context Information Extraction Chaoxu Pang Yixuan Cao Qiang Ding Ping Luo 26 19 0 08 Oct 2023
Revisiting Large Language Models as Zero-shot Relation Extractors Guozheng Li Peng Wang Wenjun Ke KELM LRM ReLM 58 26 0 08 Oct 2023
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance Saurabh Srivastava Chengyue Huang Weiguo Fan Ziyu Yao LLMAG 28 5 0 03 Oct 2023
Label Supervised LLaMA Finetuning Zongxi Li Xianming Li Yuzhang Liu Haoran Xie Jing Li F. Wang Qing Li Xiaoqin Zhong ALM 20 21 0 02 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 21 3 0 02 Oct 2023
Towards LLM-guided Causal Explainability for Black-box Text Classifiers Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu 32 35 0 23 Sep 2023
Automating construction contract review using knowledge graph-enhanced large language models Chunmo Zheng Saika Wong Xing Su Yinqiu Tang Ahsan Nawaz Mohamad Kassem 26 2 0 21 Sep 2023
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty Chen Ling Xujiang Zhao Xuchao Zhang Yanchi Liu Wei Cheng ... Zhengzhang Chen Takao Osaki Katsushi Matsuda Haifeng Chen Liang Zhao 31 9 0 07 Sep 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 31 30 0 05 Sep 2023
Zero-shot information extraction from radiological reports using ChatGPT D. Hu Bing Liu Xiaofeng Zhu Xudong Lu Nan Wu LM&MA MedIm 6 46 0 04 Sep 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Min Zhang ELM LM&MA 38 101 0 24 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Fei Wu Guoyin Wang LM&MA 24 549 0 21 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 59 17 0 21 Aug 2023
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification Yibo Hu Eric Parolin Latif Khan Patrick T. Brandt Javier Osorio Vito DÓrazio 21 2 0 15 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 30 73 0 11 Aug 2023
ADMUS: A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources Yirui Zhan Yanzeng Li Minhao Zhang Lei Zou RALM 34 2 0 09 Aug 2023
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou Sheng Zhang Yu Gu Muhao Chen Hoifung Poon 30 60 0 07 Aug 2023
Local Large Language Models for Complex Structured Medical Tasks V. Bumgardner Aaron D. Mullen Samuel E. Armstrong Caylin D. Hickey Jeffrey A. Talbert 36 5 0 03 Aug 2023
On the (In)Effectiveness of Large Language Models for Chinese Text Correction Hai-Tao Zheng Haojing Huang Shirong Ma Yong-jia Jiang Yongqian Li F. Zhou Haitao Zheng Qingyu Zhou 34 43 0 18 Jul 2023
Augmented Reality for Maintenance Tasks with ChatGPT for Automated Text-to-Action Fang Xu Trien N. Nguyen Jing Du 18 13 0 07 Jul 2023
Enhancing LLM with Evolutionary Fine Tuning for News Summary Generation Le Xiao Xiaolin Chen 31 21 0 06 Jul 2023
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction S. Carta Alessandro Giuliani L. piano Alessandro Sebastian Podda Livio Pompianu Sandro Gabriele Tiddia 25 31 0 03 Jul 2023
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction Xiang Wei Jinan Xu Ning Cheng Xingyu Cui Jinan Xu Wenjuan Han 23 2 0 03 Jul 2023