Revisiting Relation Extraction in the era of Large Language Models

Revisiting Relation Extraction in the era of Large Language Models

8 May 2023

Byron C. Wallace

Papers citing "Revisiting Relation Extraction in the era of Large Language Models"

12 / 62 papers shown

Title
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 28 1 0 17 Oct 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 61 17 0 21 Aug 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
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
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs Somin Wadhwa Jay DeYoung Benjamin E. Nye Silvio Amir Byron C. Wallace 8 14 0 05 May 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
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 222 66 0 21 May 2022
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 447 8,650 0 28 Jan 2022
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 223 180 0 18 Apr 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 281 1,124 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,313 0 17 Jan 2021
Span-based Joint Entity and Relation Extraction with Transformer Pre-training Markus Eberts A. Ulges LRM ViT 164 381 0 17 Sep 2019