Does Writing with Language Models Reduce Content Diversity?

11 September 2023

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

50 / 61 papers shown

Title
CAMEO: Collection of Multilingual Emotional Speech Corpora Iwona Christop Maciej Czajka 19 0 0 16 May 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains? Da Ju Hagen Blix Adina Williams DeLMO 40 0 0 12 May 2025
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 50 0 0 27 Apr 2025
Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity Maria-Teresa De Rosa Palmini Eva Cetinic 31 0 0 19 Apr 2025
The Geometry of Self-Verification in a Task-Specific Reasoning Model Andrew Lee Lihao Sun Chris Wendler Fernanda Viégas Martin Wattenberg LRM 34 0 0 19 Apr 2025
Evaluating the Diversity and Quality of LLM Generated Content Alexander Shypula Shuo Li Botong Zhang Vishakh Padmakumar Kayo Yin Osbert Bastani 50 1 0 16 Apr 2025
AI Safety Should Prioritize the Future of Work Sanchaita Hazra Bodhisattwa Prasad Majumder Tuhin Chakrabarty 37 0 0 16 Apr 2025
AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation Tuhin Chakrabarty Philippe Laban C. Wu 32 1 0 10 Apr 2025
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks Judy Hanwen Shen Carlos Guestrin 36 0 0 09 Apr 2025
Writing as a testbed for open ended agents Sian Gooding Lucia Lopez-Rivilla Edward Grefenstette LLMAG 86 1 0 25 Mar 2025
Modifying Large Language Model Post-Training for Diverse Creative Writing John Joon Young Chung Vishakh Padmakumar Melissa Roemmele Yuqian Sun Max Kreminski MoMe 48 0 0 21 Mar 2025
Phraselette: A Poet's Procedural Palette Alex Calderwood John Joon Young Chung Yuqian Sun Melissa Roemmele Max Kreminski 53 0 0 08 Mar 2025
Position: Model Collapse Does Not Mean What You Think Rylan Schaeffer Joshua Kazdan Alvan Caleb Arulandu Sanmi Koyejo 71 0 0 05 Mar 2025
Hiring under Congestion and Algorithmic Monoculture: Value of Strategic Behavior Jackie Baek Hamsa Bastani Shihan Chen 48 0 0 27 Feb 2025
Local Differences, Global Lessons: Insights from Organisation Policies for International Legislation Lucie-Aimée Kaffee Pepa Atanasova Anna Rogers 41 0 0 19 Feb 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 100 0 0 12 Feb 2025
Content-Driven Local Response: Supporting Sentence-Level and Message-Level Mobile Email Replies With and Without AI Tim Zindulka Sven Goller Florian Lehmann Daniel Buschek 72 0 0 10 Feb 2025
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 117 3 0 06 Feb 2025
Diverse Preference Optimization Jack Lanchantin Angelica Chen S. Dhuliawala Ping Yu Jason Weston Sainbayar Sukhbaatar Ilia Kulikov 93 4 0 30 Jan 2025
One world, one opinion? The superstar effect in LLM responses Sofie Goethals L. Rhue 83 0 0 13 Dec 2024
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models Michael Aerni Javier Rando Edoardo Debenedetti Nicholas Carlini Daphne Ippolito F. Tramèr 39 3 0 15 Nov 2024
Examining Human-AI Collaboration for Co-Writing Constructive Comments Online Farhana Shahid Maximilian Dittgen Mor Naaman Aditya Vashistha 35 1 0 05 Nov 2024
Evaluating Creative Short Story Generation in Humans and Large Language Models Mete Ismayilzada Claire Stevenson Lonneke van der Plas LM&MA LRM 32 3 0 04 Nov 2024
Creativity in the Age of AI: Evaluating the Impact of Generative AI on Design Outputs and Designers' Creative Thinking Yue Fu Han Bin Tony Zhou Marx Wang Yixin Chen Zelia Gomes Da Costa Lai Jacob O. Wobbrock Alexis Hiniker 40 0 0 31 Oct 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 53 11 0 22 Oct 2024
Anti-stereotypical Predictive Text Suggestions Do Not Reliably Yield Anti-stereotypical Writing Connor Baumler Hal Daumé III 33 0 0 30 Sep 2024
What is the Role of Large Language Models in the Evolution of Astronomy Research? Morgan Fouesneau Ivelina G. Momcheva Urmila Chadayammuri Mariia Demianenko Antoine Dumont ... Bhavesh Rajpoot Marten B. Scheuck Rhys Seeburger Dmitry Semenov Jaime I. Villaseñor 26 0 0 30 Sep 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 49 8 0 22 Sep 2024
ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models Xiyuan Zhou Huan Zhao Yuheng Cheng Yuji Cao Gaoqi Liang Guolong Liu Wenxuan Liu Yan Xu Junhua Zhao ELM 38 6 0 07 Jul 2024
Towards a Scalable Reference-Free Evaluation of Generative Models Azim Ospanov Jingwei Zhang Mohammad Jalali Xuenan Cao Andrej Bogdanov Farzan Farnia EGVM 40 8 0 03 Jul 2024
Generative Monoculture in Large Language Models Fan Wu Emily Black Varun Chandrasekaran SyDa 35 3 0 02 Jul 2024
Detection and Measurement of Syntactic Templates in Generated Text Chantal Shaib Yanai Elazar Junyi Jessy Li Byron C. Wallace 51 15 0 28 Jun 2024
DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions Nigel Fernandez Alexander Scarlatos Simon Woodhead Andrew S. Lan AAML 27 4 0 27 Jun 2024
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement Yunzhen Feng Elvis Dohmatob Pu Yang Francois Charton Julia Kempe 53 17 0 11 Jun 2024
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation Yan Ma Yu Qiao Pengfei Liu 34 5 0 09 Jun 2024
Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming Phoebe J. Wang Max Kreminski 31 4 0 01 Jun 2024
A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians Piotr Wojciech Mirowski Juliette Love K. Mathewson Shakir Mohamed 32 20 0 31 May 2024
Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools Daniel Buschek 33 9 0 27 May 2024
LLM Discussion: Enhancing the Creativity of Large Language Models via Discussion Framework and Role-Play Li-Chun Lu Shou-Jen Chen Tsung-Min Pai Chan-Hung Yu Hung-yi Lee Shao-Hua Sun LLMAG 56 39 0 10 May 2024
The Dearth of the Author in AI-Supported Writing Max Kreminski 35 11 0 16 Apr 2024
A Design Space for Intelligent and Interactive Writing Assistants Mina Lee Katy Ilonka Gero John Joon Young Chung S. Buckingham Shum Vipul Raheja ... Joonsuk Park Roy Pea Eugenia H. Rho Shannon Zejiang Shen Pao Siangliulue 29 82 0 21 Mar 2024
Ink and Individuality: Crafting a Personalised Narrative in the Age of LLMs Azmine Toushik Wasi Raima Islam Rafia Islam 30 3 0 20 Mar 2024
A Preliminary Exploration of YouTubers' Use of Generative-AI in Content Creation Yao Lyu He Zhang Shuo Niu Jie Cai 42 17 0 09 Mar 2024
SARD: A Human-AI Collaborative Story Generation Ahmed Y. Radwan K. M. Alasmari Omar Abdulbagi Emad A. Alghamdi 35 6 0 03 Mar 2024
Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers Melanie Subbiah Sean Zhang Lydia B. Chilton Kathleen McKeown 54 14 0 02 Mar 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 33 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 49 20 0 13 Feb 2024
Homogenization Effects of Large Language Models on Human Creative Ideation Barrett R Anderson Jash Hemant Shah Max Kreminski 40 74 0 02 Feb 2024
How AI Ideas Affect the Creativity, Diversity, and Evolution of Human Ideas: Evidence From a Large, Dynamic Experiment Joshua Ashkinaze Julia Mendelsohn Qiwei Li Ceren Budak Eric Gilbert 38 10 0 24 Jan 2024
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text Yanzhu Guo Guokan Shang Michalis Vazirgiannis Chloé Clavel 34 48 0 16 Nov 2023