Is Temperature the Creativity Parameter of Large Language Models?

1 May 2024

Papers citing "Is Temperature the Creativity Parameter of Large Language Models?"

25 / 25 papers shown

Title
Box-Constrained Softmax Function and Its Application for Post-Hoc Calibration Kyohei Atarashi S. Oyama Hiromi Arai H. Kashima 120 0 0 12 Jun 2025
Exploring the Impact of Temperature on Large Language Models:Hot or Cold? Lujun Li Lama Sleem Niccolo Gentile Geoffrey Nichil Radu State 17 0 0 08 Jun 2025
GIFARC: Synthetic Dataset for Leveraging Human-Intuitive Analogies to Elevate AI Reasoning Woochang Sim Hyunseok Ryu Kyungmin Choi Sungwon Han Sundong Kim 43 0 0 27 May 2025
Defining and Quantifying Creative Behavior in Popular Image Generators Aditi Ramaswamy Hana Chockler Melane Navaratnarajah 91 0 0 07 May 2025
CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting Atin Pothiraj Elias Stengel-Eskin Jaemin Cho Joey Tianyi Zhou 129 3 0 21 Apr 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 121 0 0 21 Apr 2025
Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability Jennifer Haase P. Hanel Sebastian Pokutta ALM LRM 143 2 0 10 Apr 2025
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment William De Michele Abel Armas Cervantes Lea Frermann 60 1 0 09 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 147 1 0 07 Apr 2025
Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models Liangjie Huang Dawei Li Huan Liu Lu Cheng LRM 112 0 0 03 Apr 2025
Playing games with Large language models: Randomness and strategy Alicia Vidler Toby Walsh 121 1 0 04 Mar 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 263 0 0 25 Feb 2025
Harnessing Generative Pre-Trained Transformer for Datacenter Packet Trace Generation Chen Griner AI4CE 87 0 0 21 Jan 2025
When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysis Ruixuan Zhang Beichen Wang Juexiao Zhang Zilin Bian Chen Feng K. Ozbay 124 5 0 17 Jan 2025
Mining Math Conjectures from LLMs: A Pruning Approach Jake Chuharski Elias Rojas Collins Mark Meringolo LRM 94 0 0 09 Dec 2024
HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing Lajos Muzsai David Imolai András Lukács LLMAG 126 12 0 02 Dec 2024
Semantic Navigation for AI-assisted Ideation Thomas Sandholm Sarah Dong Sayandev Mukherjee John Feland Bernardo A. Huberman 47 0 0 06 Nov 2024
Can LLMs plan paths with extra hints from solvers? Erik Wu Sayan Mitra LRM 75 3 0 07 Oct 2024
CaLMFlow: Volterra Flow Matching using Causal Language Models Shiyang Zhang Daniel Levine Ivan Vrkic Marco Francesco Bressana David Zhang S. Rizvi Yangtian Zhang E. Zappala David van Dijk 49 1 0 03 Oct 2024
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs Guillermo Marco Luz Rello Julio Gonzalo LM&MA ALM 105 7 0 17 Sep 2024
Initial Development and Evaluation of the Creative Artificial Intelligence through Recurring Developments and Determinations (CAIRDD) System Jeremy Straub Zach Johnson 94 0 0 03 Sep 2024
FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats Xuanliang Zhang Dingzirui Wang Longxu Dou Baoxin Wang Dayong Wu Qingfu Zhu Wanxiang Che LMTD ReLM 106 3 0 16 Aug 2024
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval Iman Azimi Mohan Qi Li Wang Amir M. Rahmani Youlin Li 91 1 0 06 Aug 2024
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics Niki van Stein Thomas Bäck 107 19 0 30 May 2024
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy P. Schoenegger Peter S. Park Ezra Karger P. Tetlock 106 18 0 12 Feb 2024