Forcing Diffuse Distributions out of Language Models

16 April 2024

Papers citing "Forcing Diffuse Distributions out of Language Models"

23 / 23 papers shown

Title
Reasoning About Intent for Ambiguous Requests Irina Saparina Mirella Lapata 92 0 0 13 Nov 2025
G2: Guided Generation for Enhanced Output Diversity in LLMs Zhiwen Ruan Yixia Li Y. Liu Yun-Nung Chen Weihua Luo P. Li Yang Liu Guanhua Chen 56 0 0 01 Nov 2025
Evolve to Inspire: Novelty Search for Diverse Image Generation Alex Inch Passawis Chaiyapattanaporn Yuchen Zhu Yuan Lu Ting-Wen Ko Davide Paglieri 48 0 0 01 Nov 2025
LLM Output Homogenization is Task Dependent Shomik Jain Jack Lanchantin Maximilian Nickel Karen Ullrich Ashia Wilson Jamelle Watson-Daniels 80 2 0 25 Sep 2025
Measuring Scalar Constructs in Social Science with LLMs Hauke Licht Rupak Sarkar Patrick Y. Wu Pranav Goel Niklas Stoehr Elliott Ash Alexander Miserlis Hoyle 146 1 0 03 Sep 2025
Jointly Reinforcing Diversity and Quality in Language Model Generations Tianjian Li Yiming Zhang Ping Yu Swarnadeep Saha Daniel Khashabi Jason Weston Jack Lanchantin Tianlu Wang ALM MoMe 105 15 0 02 Sep 2025
Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling Sachin Goyal David Lopez-Paz Kartik Ahuja 64 3 0 01 Sep 2025
The Homogenizing Effect of Large Language Models on Human Expression and Thought Zhivar Sourati Alireza S. Ziabari Morteza Dehghani 103 2 0 02 Aug 2025
Multidimensional Analysis of Specific Language Impairment Using Unsupervised Learning Through PCA and ClusteringIEEE International Conference on Healthcare Informatics (ICHI), 2025 Niruthiha Selvanayagam 148 0 0 05 Jun 2025
Who Gets the Kidney? Human-AI Alignment, Indecision, and Moral Values John P. Dickerson Hadi Hosseini Samarth Khanna Leona Pierce 152 0 0 30 May 2025
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 335 3 0 02 May 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Vaishnavh Nagarajan Chen Henry Wu Charles Ding Aditi Raghunathan 517 12 0 21 Apr 2025
Weight Ensembling Improves Reasoning in Language Models Xingyu Dang Christina Baek Kaiyue Wen Zico Kolter Aditi Raghunathan MoMe LRM 428 19 0 14 Apr 2025
NoveltyBench: Evaluating Language Models for Humanlike Diversity Yiming Zhang Harshita Diddee Susan Holm Hanchen Liu Xinyue Liu Vinay Samuel Barry Wang Daphne Ippolito 409 22 0 07 Apr 2025
Conversational User-AI Intervention: A Study on Prompt Rewriting for Improved LLM Response Generation Rupak Sarkar Bahareh Sarrafzadeh N. Chandrasekaran Nagu Rangan Philip Resnik Longqi Yang S. Jauhar 266 6 0 21 Mar 2025
Position: Model Collapse Does Not Mean What You Think Rylan Schaeffer Joshua Kazdan Alvan Caleb Arulandu Sanmi Koyejo 675 16 0 05 Mar 2025
Diverse Preference Optimization Jack Lanchantin Angelica Chen Shehzaad Dhuliawala Ping Yu Jason Weston Sainbayar Sukhbaatar Ilia Kulikov 631 19 0 30 Jan 2025
Preference Optimization with Multi-Sample Comparisons Chaoqi Wang Zhuokai Zhao Chen Zhu Karthik Abinav Sankararaman Michal Valko ... Zhaorun Chen Madian Khabsa Yuxin Chen Hao Ma Sinong Wang 269 13 0 16 Oct 2024
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented GenerationInternational Conference on the Theory of Information Retrieval (ICTIR), 2024 To Eun Kim Fernando Diaz 526 7 0 17 Sep 2024
PersonaGym: Evaluating Persona Agents and LLMs Vinay Samuel Henry Peng Zou Yue Zhou Shreyas Chaudhari Ashwin Kalyan Tanmay Rajpurohit Ameet Deshpande Karthik Narasimhan Vishvak Murahari LLMAG 452 54 0 25 Jul 2024
Benchmarking Language Model Creativity: A Case Study on Code Generation Yining Lu Dixuan Wang Tianjian Li Dongwei Jiang Daniel Khashabi Meng Jiang Daniel Khashabi LRM 282 29 0 12 Jul 2024
GenQA: Generating Millions of Instructions from a Handful of Prompts Jiuhai Chen Rifaa Qadri Yuxin Wen Neel Jain John Kirchenbauer Wanrong Zhu Tom Goldstein ALM 232 33 0 14 Jun 2024
Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming Phoebe J. Wang Max Kreminski 248 8 0 01 Jun 2024