Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot
Relation Extractors

Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors

18 May 2023

Bernal Jiménez Gutiérrez

Papers citing "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"

12 / 12 papers shown

Title
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding Renato Vukovic David Arps Carel van Niekerk Benjamin Matthias Ruppik Hsien-chin Lin Michael Heck Milica Gašić 33 1 0 05 Aug 2024
HORAE: A Domain-Agnostic Language for Automated Service Regulation Yutao Sun Mingshuai Chen Tiancheng Zhao Kangjia Zhao He Li ... Zhongyi Wang Liqiang Lu Shuiguang Deng Jianwei Yin Jianwei Yin 37 0 0 06 Jun 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 48 27 0 23 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 33 44 0 21 May 2024
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction Jianwei Wang Tianyin Wang Ziqian Zeng 33 1 0 28 Feb 2024
Learning Implicit Entity-object Relations by Bidirectional Generative Alignment for Multimodal NER Feng Chen Jiajia Liu Kaixiang Ji Wang Ren Jian Wang Jingdong Wang 11 8 0 03 Aug 2023
Summarization as Indirect Supervision for Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 61 51 0 19 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 301 11,730 0 04 Mar 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 315 8,261 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 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 1,296 0 17 Jan 2021
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 192 221 0 16 Oct 2019