Zero-shot Temporal Relation Extraction with ChatGPT

11 April 2023

Papers citing "Zero-shot Temporal Relation Extraction with ChatGPT"

44 / 44 papers shown

Title
A Large-Language Model Framework for Relative Timeline Extraction from PubMed Case Reports Jing Wang Jeremy C Weiss 27 2 0 15 Apr 2025
Transformer-Based Temporal Information Extraction and Application: A Review Xin Su Phillip Howard Steven Bethard 31 0 0 10 Apr 2025
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach Rochana Chaturvedi Peyman Baghershahi Sourav Medya Barbara Di Eugenio 51 0 0 23 Mar 2025
A Study into Investigating Temporal Robustness of LLMs Jonas Wallat Abdelrahman Abdallah Adam Jatowt Avishek Anand 42 0 0 21 Mar 2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning Jingyao Tang Lishuang Li Liteng Mi Haiming Wu Hongbin Lu KELM 34 0 0 03 Jan 2025
Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? Gabriel Roccabruna Massimo Rizzoli Giuseppe Riccardi 31 1 0 14 Oct 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives Xinliang Frederick Zhang Nick Beauchamp Lu Wang LRM AI4CE 27 3 0 07 Oct 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model Chenhan Yuan Fei Huang Ru Peng K. Lu Bowen Yu Chang Zhou Jingren Zhou KELM 37 0 0 20 Aug 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? Kangda Wei Aayush Gautam Ruihong Huang 32 4 0 28 Jul 2024
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing Hao Yue Shaopeng Lai Chengyi Yang Liang Zhang Junfeng Yao Jinsong Su 39 1 0 24 Jun 2024
Exploring Spatial Representations in the Historical Lake District Texts with LLM-based Relation Extraction Erum Haris Anthony G. Cohn John G. Stell 36 1 0 20 Jun 2024
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency Vasiliki Kougia Anastasiia Sedova Andreas Stephan Klim Zaporojets Benjamin Roth 41 3 0 17 Jun 2024
Research Trends for the Interplay between Large Language Models and Knowledge Graphs H. Khorashadizadeh Fatima Zahra Amara Morteza Ezzabady Frédéric Ieng Sanju Tiwari Nandana Mihindukulasooriya Jinghua Groppe S. Sahri Farah Benamara Sven Groppe 28 7 0 12 Jun 2024
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models Qingkai Min Qipeng Guo Xiangkun Hu Songfang Huang Zheng Zhang Yue Zhang 43 1 0 04 Jun 2024
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts Jing Yang Xiao Wang Yu Zhao Yuhang Liu Fei-Yue Wang 23 2 0 04 Jun 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 31 3 0 26 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 4 0 15 Apr 2024
Formulation Comparison for Timeline Construction using LLMs Kimihiro Hasegawa Nikhil Kandukuri Susan Holm Yukari Yamakawa Teruko Mitamura 41 0 0 01 Mar 2024
Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative Study Adrien Bazoge Emmanuel Morin B. Daille P. Gourraud 19 2 0 26 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 33 10 0 17 Feb 2024
Reinforcement Learning from Human Feedback with Active Queries Kaixuan Ji Jiafan He Quanquan Gu 13 17 0 14 Feb 2024
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction Yansong NING Hao Liu LLMAG 27 2 0 10 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 21 155 0 06 Feb 2024
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes Darren Liu Cheng Ding Delgersuren Bold Monique Bouvier Jiaying Lu ... Laurie Dimisko Ran Xiao J. H. Yoon Carl Yang Xiaoping Hu LM&MA ELM AI4MH 13 4 0 24 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 59 6 0 24 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Exploring the Potential of Large Language Models in Computational Argumentation Guizhen Chen Liying Cheng Anh Tuan Luu Lidong Bing LLMAG LRM 16 22 0 15 Nov 2023
BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation Yufei Tian Felix Zhang Nanyun Peng 19 0 0 25 Oct 2023
HI-TOM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models Yinghui He Yufan Wu Yilin Jia Rada Mihalcea Yulong Chen Naihao Deng LRM LLMAG 30 21 0 25 Oct 2023
Primacy Effect of ChatGPT Yiwei Wang Yujun Cai Muhao Chen Yuxuan Liang Bryan Hooi ALM AI4MH LRM 31 13 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
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
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing Sonish Sivarajkumar Mark Kelley Alyssa Samolyk-Mazzanti Shyam Visweswaran Yanshan Wang LM&MA 38 27 0 14 Sep 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 19 2 0 15 Aug 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq R. Joty J. Huang LM&MA ELM ALM 41 179 0 29 May 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 24 4 0 24 May 2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction Erica Cai Brendan T. O'Connor 27 3 0 24 May 2023
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning Tianqing Fang Zhaowei Wang Wenxuan Zhou Hongming Zhang Yangqiu Song Muhao Chen 15 13 0 24 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 21 35 0 22 May 2023
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study Yaxin Fan Feng Jiang Peifeng Li Haizhou Li ELM 30 19 0 15 May 2023
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations Chunkit Chan Cheng Jiayang Weiqi Wang Yuxin Jiang Tianqing Fang Xin Liu Yangqiu Song LRM 86 60 0 28 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 35 59 0 06 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 283 2,232 0 22 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 347 8,457 0 28 Jan 2022