Does Writing with Language Models Reduce Content Diversity?

11 September 2023

Papers citing "Does Writing with Language Models Reduce Content Diversity?"

17 / 17 papers shown

Title
LLM-Evaluation Tropes: Perspectives on the Validity of LLM-Evaluations Laura Dietz Oleg Zendel P. Bailey Charles L. A. Clarke Ellese Cotterill Jeff Dalton Faegheh Hasibi Mark Sanderson Nick Craswell ELM 43 0 0 27 Apr 2025
The Geometry of Self-Verification in a Task-Specific Reasoning Model Andrew Lee Lihao Sun Chris Wendler Fernanda Viégas Martin Wattenberg LRM 29 0 0 19 Apr 2025
Position: Model Collapse Does Not Mean What You Think Rylan Schaeffer Joshua Kazdan Alvan Caleb Arulandu Sanmi Koyejo 53 0 0 05 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
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 115 3 0 06 Feb 2025
Evaluating Creative Short Story Generation in Humans and Large Language Models Mete Ismayilzada Claire Stevenson Lonneke van der Plas LM&MA LRM 30 3 0 04 Nov 2024
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World Joshua Kazdan Rylan Schaeffer Apratim Dey Matthias Gerstgrasser Rafael Rafailov D. Donoho Sanmi Koyejo 45 11 0 22 Oct 2024
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits Tuhin Chakrabarty Philippe Laban C. Wu 47 8 0 22 Sep 2024
Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores Chantal Shaib Joe Barrow Jiuding Sun Alexa F. Siu Byron C. Wallace A. Nenkova 66 31 0 01 Mar 2024
GhostWriter: Augmenting Collaborative Human-AI Writing Experiences Through Personalization and Agency Catherine Yeh Gonzalo A. Ramos Rachel Ng Andy Huntington Richard Banks LLMAG 44 20 0 13 Feb 2024
How Far Can We Extract Diverse Perspectives from Large Language Models? Shirley Anugrah Hayati Minhwa Lee Dheeraj Rajagopal Dongyeop Kang 38 10 0 16 Nov 2023
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 53 1 0 29 Sep 2022
Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori Tatsunori B. Hashimoto 64 42 0 08 Sep 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 303 11,881 0 04 Mar 2022
Locally Typical Sampling Clara Meister Tiago Pimentel Gian Wiher Ryan Cotterell 138 86 0 01 Feb 2022
Machine-in-the-Loop Rewriting for Creative Image Captioning Vishakh Padmakumar He He 56 17 0 07 Nov 2021
The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers Daniel Buschek Martin Zurn Malin Eiband 113 99 0 22 Jan 2021