v1v2 (latest)

ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness

22 May 2023

Papers citing "ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness"

23 / 23 papers shown

Title
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 192 40 0 02 Feb 2024
Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks V. Veselovsky Manoel Horta Ribeiro Robert West 62 135 0 13 Jun 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 78 126 0 20 Apr 2023
ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning Petter Törnberg AI4MH 60 149 0 13 Apr 2023
ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks Fabrizio Gilardi Meysam Alizadeh M. Kubli AI4MH 126 926 0 27 Mar 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study Jiaan Wang Yunlong Liang Fandong Meng Zengkui Sun Haoxiang Shi Zhixu Li Jinan Xu Jianfeng Qu Jie Zhou LM&MA ELM ALM AI4MH 138 472 0 07 Mar 2023
Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao AI4MH 121 245 0 19 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 163 702 0 08 Feb 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 134 430 0 31 Jan 2023
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine Wenxiang Jiao Wenxuan Wang Jen-tse Huang Xing Wang Shuming Shi Zhaopeng Tu LM&MA 99 292 0 20 Jan 2023
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features Haohan Wang Zeyi Huang Hanlin Zhang Yong Jae Lee Eric P. Xing OOD 179 16 0 05 Nov 2021
An Investigation of the (In)effectiveness of Counterfactually Augmented Data Nitish Joshi He He OODD 63 47 0 01 Jul 2021
Directed Diversity: Leveraging Language Embedding Distances for Collective Creativity in Crowd Ideation Samuel Rhys Cox Yunlong Wang Ashraf Abdul Christian von der Weth Brian Y. Lim 57 34 0 15 Jan 2021
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 74 242 0 12 Oct 2020
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity Brian Thompson Matt Post 58 58 0 11 Aug 2020
Neural Syntactic Preordering for Controlled Paraphrase Generation Tanya Goyal Greg Durrett BDL 58 106 0 05 May 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 266 10,880 0 29 Oct 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Stefan Larson Anish Mahendran Joseph Peper Christopher Clarke Andrew Lee ... Jonathan K. Kummerfeld Kevin Leach M. Laurenzano Lingjia Tang Jason Mars 121 533 0 04 Sep 2019
Controllable Paraphrase Generation with a Syntactic Exemplar Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel BDL 48 110 0 03 Jun 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems Stefan Larson Anish Mahendran Andrew Lee Jonathan K. Kummerfeld Parker Hill M. Laurenzano Johann Hauswald Lingjia Tang Jason Mars 57 48 0 05 Apr 2019
Benchmarking Natural Language Understanding Services for building Conversational Agents Xingkun Liu Arash Eshghi P. Swietojanski Verena Rieser ELM 85 260 0 13 Mar 2019
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations S. Gupta Rushin Shah Mrinal Mohit Anuj Kumar M. Lewis 85 203 0 18 Oct 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 118 827 0 25 May 2018