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Is Temperature the Creativity Parameter of Large Language Models?

Is Temperature the Creativity Parameter of Large Language Models?

1 May 2024
Max Peeperkorn
Tom Kouwenhoven
Daniel G. Brown
Anna K. Jordanous
ArXiv (abs)PDFHTML

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
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?
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
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
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
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
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
Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability
Jennifer Haase
P. Hanel
Sebastian Pokutta
ALMLRM
143
2
0
10 Apr 2025
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment
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
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
Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models
Liangjie Huang
Dawei Li
Huan Liu
Lu Cheng
LRM
114
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?
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión?
Carlos Gómez-Rodríguez
SyDaAILawELMVLM
263
0
0
25 Feb 2025
Harnessing Generative Pre-Trained Transformer for Datacenter Packet Trace Generation
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
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
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
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
Semantic Navigation for AI-assisted Ideation
Thomas Sandholm
Sarah Dong
Sayandev Mukherjee
John Feland
Bernardo A. Huberman
51
0
0
06 Nov 2024
Can LLMs plan paths with extra hints from solvers?
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
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
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&MAALM
105
7
0
17 Sep 2024
Initial Development and Evaluation of the Creative Artificial
  Intelligence through Recurring Developments and Determinations (CAIRDD)
  System
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
FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats
Xuanliang Zhang
Dingzirui Wang
Longxu Dou
Baoxin Wang
Dayong Wu
Qingfu Zhu
Wanxiang Che
LMTDReLM
106
3
0
16 Aug 2024
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The
  Impact of Prompt Engineering and Knowledge Retrieval
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
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
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy
P. Schoenegger
Peter S. Park
Ezra Karger
P. Tetlock
106
18
0
12 Feb 2024
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