GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction

GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction

5 October 2023

Iker García-Ferrero

Oier López de Lacalle

Papers citing "GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction"

9 / 9 papers shown

Title
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis Lin Yuan Jun Xu Honghao Gui Mengshu Sun Zhiqiang Zhang Lei Liang Jun Zhou AI4CE 113 0 0 06 Feb 2025
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 31 1 0 18 Sep 2024
WhisperNER: Unified Open Named Entity and Speech Recognition Gil Ayache Menachem Pirchi Aviv Navon Aviv Shamsian Gill Hetz Joseph Keshet 28 0 0 12 Sep 2024
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER Andrew Zamai Andrea Zugarini Leonardo Rigutini Marco Ernandes Marco Maggini 21 0 0 01 Jul 2024
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Yuming Yang Wantong Zhao Caishuang Huang Junjie Ye Xiao Wang ... Kaixin Huang Yunke Zhang Tao Gui Qi Zhang Xuanjing Huang 34 3 0 17 Jun 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 38 44 0 21 May 2024
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 237 690 0 27 Aug 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 68 141 0 08 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 253 1,584 0 21 Jan 2020