Is GPT-3 a Good Data Annotator?

20 December 2022

Papers citing "Is GPT-3 a Good Data Annotator?"

33 / 33 papers shown

Title
A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification Junichiro Niimi 48 0 0 26 Apr 2025
LLM-based Semantic Augmentation for Harmful Content Detection Elyas Meguellati Assaad Zeghina S. Sadiq Gianluca Demartini 32 0 0 22 Apr 2025
Unlock the Power of Unlabeled Data in Language Driving Model Chaoqun Wang Jie-jin Yang Xiaobin Hong Ruimao Zhang 44 0 0 13 Mar 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 95 0 0 12 Feb 2025
STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains Chencheng Zhu Kazutaka Shimada Tomoki Taniguchi Tomoko Ohkuma 30 0 0 31 Dec 2024
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang C. L. P. Chen Anirudh Dagar Wenming Ye LRM 60 38 0 31 Dec 2024
Your Weak LLM is Secretly a Strong Teacher for Alignment Leitian Tao Yixuan Li 84 5 0 13 Sep 2024
Can GPT-4 Help Detect Quit Vaping Intentions? An Exploration of Automatic Data Annotation Approach Sai Krishna Revanth Vuruma Dezhi Wu Saborny Sen Gupta Lucas Aust Valerie Lookingbill ... Erin Kasson Li-Shiun Chen Patricia Cavazos-Rehg Dian Hu Ming Huang 25 0 0 28 Jun 2024
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination Jianing Yang Xuweiyi Chen Nikhil Madaan Madhavan Iyengar Shengyi Qian David Fouhey Joyce Chai 3DV 61 11 0 07 Jun 2024
Aligning Large Language Models via Fine-grained Supervision Dehong Xu Liang Qiu Minseok Kim Faisal Ladhak Jaeyoung Do 24 2 0 04 Jun 2024
Theoretical Analysis of Weak-to-Strong Generalization Hunter Lang David Sontag Aravindan Vijayaraghavan 19 19 0 25 May 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 51 5 0 19 Apr 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation Juhwan Choi Jungmin Yun Kyohoon Jin Youngbin Kim 24 3 0 15 Apr 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause Guimin Hu Zhihong Zhu Daniel Hershcovich Hasti Seifi Jiayuan Xie 24 6 0 30 Mar 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 33 9 0 29 Feb 2024
Beyond Hate Speech: NLP's Challenges and Opportunities in Uncovering Dehumanizing Language Hezhao Zhang Lasana Harris N. Moosavi AILaw 30 1 0 21 Feb 2024
EHR Interaction Between Patients and AI: NoteAid EHR Interaction Xiaocheng Zhang Zonghai Yao Hong-ye Yu LM&MA 18 2 0 29 Dec 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 34 3 0 08 Aug 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 122 101 0 20 Jun 2023
GPT Self-Supervision for a Better Data Annotator Xiaohuan Pei Yanxi Li Chang Xu 15 7 0 07 Jun 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 61 143 0 12 Mar 2023
Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates Aida Kostikova Benjamin Paassen Dominik Beese Ole Putz Gregor Wiedemann Steffen Eger 27 3 0 09 Oct 2022
Compositional Semantic Parsing with Large Language Models Andrew Drozdov Nathanael Scharli Ekin Akyuurek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou ReLM LRM 187 91 0 29 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 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 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
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Shafiq R. Joty Luo Si C. Miao 37 41 0 14 Oct 2021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 236 780 0 14 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin Shafiq R. Joty CLL 155 96 0 14 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 58 141 0 08 Dec 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014