ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

20 February 2023

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

38 / 188 papers shown

Title
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation Le Xiao Xin Shan 23 5 0 02 Jul 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Liang Zhao Hualou Liang 33 17 0 28 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers Xiaoyan Zhao Yang Deng Min Yang Lingzhi Wang Rui Zhang Hong Cheng W. Lam Ying Shen Ruifeng Xu KELM 34 27 0 03 Jun 2023
EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models Zhengwei Tao Zhi Jin Xiaoying Bai Haiyan Zhao Yanlin Feng Jia Li Wenpeng Hu 39 4 0 24 May 2023
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification Biao Zhao Weiqiang Jin Javier Del Ser Guangyao Yang 40 60 0 24 May 2023
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs C. Yue Xinru Xu Xiaojun Ma Lun Du Hengyu Liu Zhiming Ding Yanbing Jiang Shi Han Dongmei Zhang 22 3 0 24 May 2023
PIVOINE: Instruction Tuning for Open-world Information Extraction Keming Lu Xiaoman Pan Kaiqiang Song Hongming Zhang Dong Yu Jianshu Chen 34 10 0 24 May 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration Yang Deng Lizi Liao Liang Chen Hongru Wang Wenqiang Lei Tat-Seng Chua 88 80 0 23 May 2023
Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance Yue Zhang Leyang Cui Deng Cai Xinting Huang Tao Fang Wei Bi ALM 31 36 0 22 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 43 111 0 22 May 2023
Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge Jinyuan Li Han Li Zhufeng Pan Di Sun Jiahao Wang Wenkun Zhang Gang Pan 50 21 0 20 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 34 7 0 19 May 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks Alon Jacovi Avi Caciularu Omer Goldman Yoav Goldberg 17 95 0 17 May 2023
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study Yaxin Fan Feng Jiang Peifeng Li Haizhou Li ELM 36 19 0 15 May 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation Jin-Fang Gao Xiao Ding Bing Qin Ting Liu ELM LRM AI4MH 41 59 0 12 May 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition Zeqi Tan Shen Huang Zixia Jia Jiong Cai Hai-Tao Zheng ... Yueting Zhuang Kewei Tu Pengjun Xie Fei Huang Yong-jia Jiang 49 8 0 05 May 2023
VicunaNER: Zero/Few-shot Named Entity Recognition using Vicuna Bin Ji 26 13 0 05 May 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction Chengyuan Liu Fubang Zhao Yangyang Kang Jingyuan Zhang Xiang Zhou Changlong Sun Kun Kuang Fei Wu 50 9 0 28 Apr 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 46 111 0 28 Apr 2023
ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time Shangqing Tu Chunyang Li Jifan Yu Xiaozhi Wang Lei Hou Juanzi Li LLMAG AI4MH 75 10 0 27 Apr 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 27 158 0 23 Apr 2023
Differentiate ChatGPT-generated and Human-written Medical Texts Wenxiong Liao Zheng Liu Haixing Dai Shaochen Xu Zihao Wu ... Xiaoke Huang Dajiang Zhu Hongmin Cai Tianming Liu Xiang Li LM&MA DeLMO MedIm AI4MH 26 55 0 23 Apr 2023
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval Junwen Zheng M. Fischer 27 13 0 18 Apr 2023
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 36 288 0 12 Apr 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Viet Dac Lai Nghia Trung Ngo Amir Pouran Ben Veyseh Hieu Man Franck Dernoncourt Trung Bui Thien Huu Nguyen ELM LM&MA 30 271 0 12 Apr 2023
Zero-shot Temporal Relation Extraction with ChatGPT Chenhan Yuan Qianqian Xie Sophia Ananiadou 35 78 0 11 Apr 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding Wenbo Pan Qiguang Chen Xiao Xu Wanxiang Che Libo Qin 32 44 0 09 Apr 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 42 463 0 04 Apr 2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators Xingwei He Zheng-Wen Lin Yeyun Gong Alex Jin Hang Zhang Chen Lin Jian Jiao Siu-Ming Yiu Nan Duan Weizhu Chen 54 189 0 29 Mar 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 Zheng-Long Liu Yue Huang Xiao-Xing Yu Lu Zhang Zihao Wu ... Dinggang Shen Quanzheng Li Tianming Liu Dajiang Zhu Xiang Li LM&MA MedIm 33 171 0 20 Mar 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 80 141 0 15 Mar 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 82 149 0 12 Mar 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study Jiaan Wang Yunlong Liang Fandong Meng Zengkui Sun Haoxiang Shi Zhixu Li Jinan Xu Jianfeng Qu Jie Zhou LM&MA ELM ALM AI4MH 62 449 0 07 Mar 2023
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports Katharina Jeblick B. Schachtner Jakob Dexl Andreas Mittermeier Anna Theresa Stüber ... Tobias Weber Philipp Wesp B. Sabel J. Ricke Michael Ingrisch LM&MA MedIm 126 374 0 30 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 27 2 0 09 Dec 2022
gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus Yanzeng Li Lei Zou 41 5 0 20 Aug 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 375 12,081 0 04 Mar 2022