Want To Reduce Labeling Cost? GPT-3 Can Help

30 August 2021

Yang Liu

Papers citing "Want To Reduce Labeling Cost? GPT-3 Can Help"

36 / 36 papers shown

Title
ViMRHP: A Vietnamese Benchmark Dataset for Multimodal Review Helpfulness Prediction via Human-AI Collaborative Annotation T. Nguyen D. Nguyen Son T. Luu Kiet Van Nguyen 21 0 0 12 May 2025
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Xin Wang 49 2 0 23 Apr 2025
Unlock the Power of Unlabeled Data in Language Driving Model Chaoqun Wang Jie-jin Yang Xiaobin Hong Ruimao Zhang 56 0 0 13 Mar 2025
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 142 5 0 17 Feb 2025
Automatic Labelling with Open-source LLMs using Dynamic Label Schema Integration Thomas Walshe S. Moon Chunyang Xiao Yawwani Gunawardana Fran Silavong 47 2 0 21 Jan 2025
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 63 23 0 10 Sep 2024
Real-time Speech Summarization for Medical Conversations Khai Le-Duc Khai-Nguyen Nguyen Long Vo-Dang Truong-Son Hy MedIm 93 2 0 22 Jun 2024
Theoretical Analysis of Weak-to-Strong Generalization Hunter Lang David Sontag Aravindan Vijayaraghavan 25 20 0 25 May 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation Juhwan Choi Jungmin Yun Kyohoon Jin Youngbin Kim 32 4 0 15 Apr 2024
The Unreasonable Ineffectiveness of the Deeper Layers Andrey Gromov Kushal Tirumala Hassan Shapourian Paolo Glorioso Daniel A. Roberts 52 81 0 26 Mar 2024
If in a Crowdsourced Data Annotation Pipeline, a GPT-4 Zeyu He Huang Chieh-Yang C. C. Ding Shaurya Rohatgi Ting-Hao 'Kenneth' Huang 41 31 0 26 Feb 2024
Mixed Distillation Helps Smaller Language Model Better Reasoning Chenglin Li Qianglong Chen Liangyue Li Wang Caiyu Yicheng Li Zhang Yin Yin Zhang LRM 41 11 0 17 Dec 2023
Generative AI for Hate Speech Detection: Evaluation and Findings Sagi Pendzel Tomer Wullach Amir Adler Einat Minkov 30 11 0 16 Nov 2023
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains Marcio Fonseca Shay B. Cohen ALM 27 6 0 15 Nov 2023
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models Ruida Wang Wangchunshu Zhou Mrinmaya Sachan 27 32 0 20 Oct 2023
ViPE: Visualise Pretty-much Everything Hassan Shahmohammadi Adhiraj Ghosh Hendrik P. A. Lensch DiffM 28 1 0 16 Oct 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 139 114 0 20 Jun 2023
Adding guardrails to advanced chatbots Yanchen Wang Lisa Singh AI4MH 17 7 0 13 Jun 2023
Automated Annotation with Generative AI Requires Validation Nicholas Pangakis Samuel Wolken Neil Fasching SyDa 27 62 0 31 May 2023
Revisiting Relation Extraction in the era of Large Language Models Somin Wadhwa Silvio Amir Byron C. Wallace ReLM KELM LRM 25 139 0 08 May 2023
Can ChatGPT Reproduce Human-Generated Labels? A Study of Social Computing Tasks Yiming Zhu Peixian Zhang Ehsan-ul Haq Pan Hui Gareth Tyson DeLMO ALM AI4MH 41 123 0 20 Apr 2023
What happens before and after: Multi-Event Commonsense in Event Coreference Resolution Sahithya Ravi Christy Tanner R. Ng Vered Shwarz 45 16 0 20 Feb 2023
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Chenyu You Boyang Albert Li Lidong Bing 26 233 0 20 Dec 2022
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task Nyoungwoo Lee chaeHun Park Ho-Jin Choi Jaegul Choo 27 6 0 31 Oct 2022
OpenStance: Real-world Zero-shot Stance Detection Hanzi Xu Slobodan Vučetić Wenpeng Yin 30 19 0 25 Oct 2022
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Rifki Afina Putri Alice H. Oh 30 9 0 25 Oct 2022
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 40 3 0 09 Oct 2022
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model Jacob Eisenstein D. Andor Bernd Bohnet Michael Collins David M. Mimno LRM 191 24 0 05 Oct 2022
Active Learning on a Programmable Photonic Quantum Processor Chen Ding Xiao-Yue Xu Yun-Fei Niu Shuo Zhang Wansu Bao Heliang Huang 26 6 0 03 Aug 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 49 149 0 15 Apr 2022
Impossible Triangle: What's Next for Pre-trained Language Models? Chenguang Zhu Michael Zeng 24 1 0 13 Apr 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models Gaurav Sahu Pau Rodríguez López I. Laradji Parmida Atighehchian David Vazquez Dzmitry Bahdanau 21 61 0 05 Apr 2022
Leveraging pre-trained language models for conversational information seeking from text Patrizio Bellan M. Dragoni Chiara Ghidini 27 6 0 31 Mar 2022
Uncertainty Estimation for Language Reward Models Adam Gleave G. Irving UQLM 36 31 0 14 Mar 2022
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 279 1,124 0 18 Apr 2021
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 244 269 0 30 Sep 2019