Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks

13 June 2023

Papers citing "Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks"

38 / 88 papers shown

Title
Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments Liesbeth Allein Maria Mihaela Trucscva Marie-Francine Moens 18 1 0 27 Nov 2023
MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification Chadi Helwe Tom Calamai Pierre-Henri Paris Chloé Clavel Fabian M. Suchanek 10 1 0 16 Nov 2023
Incorporating Worker Perspectives into MTurk Annotation Practices for NLP Olivia Huang Eve Fleisig Dan Klein 38 15 0 06 Nov 2023
Post Turing: Mapping the landscape of LLM Evaluation Alexey Tikhonov Ivan P. Yamshchikov ELM 33 4 0 03 Nov 2023
Leveraging Large Language Models for Collective Decision-Making Marios Papachristou Longqi Yang Chin-Chia Hsu LLMAG 31 2 0 03 Nov 2023
NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark Oscar Sainz Jon Ander Campos Iker García-Ferrero Julen Etxaniz Oier López de Lacalle Eneko Agirre 16 154 0 27 Oct 2023
Prevalence and prevention of large language model use in crowd work V. Veselovsky Manoel Horta Ribeiro Philip Cozzolino Andrew Gordon David Rothschild Robert West 13 0 0 24 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 13 22 0 23 Oct 2023
Experimental Narratives: A Comparison of Human Crowdsourced Storytelling and AI Storytelling Nina Beguš 25 20 0 19 Oct 2023
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations Myra Cheng Tiziano Piccardi Diyi Yang LLMAG 11 66 0 17 Oct 2023
Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue Shiwei Zhang Ming-Lun Wu Xiuzhen Zhang 30 4 0 17 Oct 2023
Gender, Age, and Technology Education Influence the Adoption and Appropriation of LLMs Fiona Draxler Daniel Buschek Mikke Tavast Perttu Hämäläinen Albrecht Schmidt Juhi Kulshrestha Robin Welsch 10 17 0 10 Oct 2023
Anticipating Impacts: Using Large-Scale Scenario Writing to Explore Diverse Implications of Generative AI in the News Environment Kimon Kieslich Nicholas Diakopoulos Natali Helberger 13 15 0 10 Oct 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation Robert Litschko Max Müller-Eberstein Rob van der Goot Leon Weber Barbara Plank LRM 6 2 0 09 Oct 2023
A Large Language Model Approach to Educational Survey Feedback Analysis Michael J. Parker Caitlin Anderson Claire Stone YeaRim Oh ELM LM&MA AI4Ed 14 10 0 29 Sep 2023
Using Large Language Models for Qualitative Analysis can Introduce Serious Bias Julian Ashwin Aditya Chhabra Vijayendra Rao 20 21 0 29 Sep 2023
Art or Artifice? Large Language Models and the False Promise of Creativity Tuhin Chakrabarty Philippe Laban Divyansh Agarwal Smaranda Muresan Chien-Sheng Wu 13 115 0 25 Sep 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 31 6 0 20 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 18 3 0 15 Sep 2023
Leveraging Large Language Models and Weak Supervision for Social Media data annotation: an evaluation using COVID-19 self-reported vaccination tweets Ramya Tekumalla Juan M. Banda 19 6 0 12 Sep 2023
The Impact of Artificial Intelligence on the Evolution of Digital Education: A Comparative Study of OpenAI Text Generation Tools including ChatGPT, Bing Chat, Bard, and Ernie Negin Yazdani Motlagh Matin Khajavi Abbas Sharifi M. Ahmadi 17 26 0 05 Sep 2023
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer Zachary Horvitz Ajay Patel Chris Callison-Burch Zhou Yu Kathleen McKeown DiffM 26 12 0 29 Aug 2023
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation David Heineman Yao Dou Wei-ping Xu 22 7 0 14 Aug 2023
Revisiting Prompt Engineering via Declarative Crowdsourcing Aditya G. Parameswaran Shreya Shankar Parth Asawa Naman Jain Yujie Wang 22 21 0 07 Aug 2023
Uncertainty in Natural Language Generation: From Theory to Applications Joris Baan Nico Daheim Evgenia Ilia Dennis Ulmer Haau-Sing Li Raquel Fernández Barbara Plank Rico Sennrich Chrysoula Zerva Wilker Aziz UQLM 17 40 0 28 Jul 2023
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Stephen Casper Xander Davies Claudia Shi T. Gilbert Jérémy Scheurer ... Erdem Biyik Anca Dragan David M. Krueger Dorsa Sadigh Dylan Hadfield-Menell ALM OffRL 34 468 0 27 Jul 2023
Leveraging Implicit Feedback from Deployment Data in Dialogue Richard Yuanzhe Pang Stephen Roller Kyunghyun Cho He He Jason Weston 46 7 0 26 Jul 2023
Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow Maria del Rio-Chanona Nadzeya Laurentsyeva Johannes Wachs ELM 12 32 0 14 Jul 2023
Self-Consuming Generative Models Go MAD Sina Alemohammad Josue Casco-Rodriguez Lorenzo Luzi Ahmed Imtiaz Humayun H. Babaei Daniel LeJeune Ali Siahkoohi Richard G. Baraniuk WIGM 18 139 0 04 Jul 2023
Next Steps for Human-Centered Generative AI: A Technical Perspective Xiang Ánthony' Chen Jeff Burke Ruofei Du Matthew K. Hong Jennifer Jacobs ... Dingzeyu Li Nanyun Peng Karl D. D. Willis Chien-Sheng Wu Bolei Zhou LLMAG 18 31 0 27 Jun 2023
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan W. Wang DeLMO 190 109 0 23 May 2023
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness Ján Cegin Jakub Simko Peter Brusilovsky 20 42 0 22 May 2023
Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites Hans W. A. Hanley Zakir Durumeric DeLMO 14 29 0 16 May 2023
string2string: A Modern Python Library for String-to-String Algorithms Mirac Suzgun Stuart M. Shieber Dan Jurafsky 31 7 0 27 Apr 2023
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks Anders Giovanni Møller Jacob Aarup Dalsgaard Arianna Pera L. Aiello 67 34 0 26 Apr 2023
CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts Peipeng Yu Jiahan Chen Xuan Feng Zhihua Xia 55 39 0 24 Apr 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions Ruiqi Zhong Peter Zhang Steve Li Jinwoo Ahn Dan Klein Jacob Steinhardt 23 48 0 28 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 19 57 0 09 Feb 2023