René's URL Explorer Experiment


Title: GitHub - YecanLee/Decoding-Decoded: [COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation"

Open Graph Title: GitHub - YecanLee/Decoding-Decoded: [COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation"

X Title: GitHub - YecanLee/Decoding-Decoded: [COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation"

Description: [COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation" - YecanLee/Decoding-Decoded

Open Graph Description: [COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation" - YecanLee/Decoding-Decoded

X Description: [COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation" - YecanLee/Decoding-Decoded

Opengraph URL: https://github.com/YecanLee/Decoding-Decoded

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:80b1c99f-3a42-a39d-2d1c-8e7df672dcdb
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA81C:E2DB2:34EF66:44D2BE:698D5239
html-safe-nonce9f0b014754dbc7b04aef3b72fd59d35edc79c4ff7cc0e8044f7bba45ffa79d9d
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBODFDOkUyREIyOjM0RUY2Njo0NEQyQkU6Njk4RDUyMzkiLCJ2aXNpdG9yX2lkIjoiNDM1ODA3MDc3ODM0OTgzNDgwOSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmaceb40568737a97d1ad6ccbf96779191ab19c242d9c14f870f5b15cc5a6250d4ef
hovercard-subject-tagrepository:858431014
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/YecanLee/Decoding-Decoded
twitter:imagehttps://opengraph.githubassets.com/f6d030046acc4b399f986a5f3b911b2c10fd7404c64b5f1dd185b9e131effdf2/YecanLee/Decoding-Decoded
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/f6d030046acc4b399f986a5f3b911b2c10fd7404c64b5f1dd185b9e131effdf2/YecanLee/Decoding-Decoded
og:image:alt[COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation" - YecanLee/Decoding-Decoded
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec0818105fa276287e9369cfdefa0a0fa7953719791ceff9b94d69623c0a4fe8a
turbo-cache-controlno-preview
go-importgithub.com/YecanLee/Decoding-Decoded git https://github.com/YecanLee/Decoding-Decoded.git
octolytics-dimension-user_id79046024
octolytics-dimension-user_loginYecanLee
octolytics-dimension-repository_id858431014
octolytics-dimension-repository_nwoYecanLee/Decoding-Decoded
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id858431014
octolytics-dimension-repository_network_root_nwoYecanLee/Decoding-Decoded
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releasea95a17cc440c14d4fcddc0641bc1136fa8d908f0
ui-targetcanary-1
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FYecanLee%2FDecoding-Decoded
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FYecanLee%2FDecoding-Decoded
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=YecanLee%2FDecoding-Decoded
Reloadhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
Reloadhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
Reloadhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
YecanLee https://patch-diff.githubusercontent.com/YecanLee
Decoding-Decodedhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FYecanLee%2FDecoding-Decoded
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FYecanLee%2FDecoding-Decoded
Star 4 https://patch-diff.githubusercontent.com/login?return_to=%2FYecanLee%2FDecoding-Decoded
arxiv.org/abs/2410.06097https://arxiv.org/abs/2410.06097
MIT license https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/LICENSE
4 stars https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/stargazers
0 forks https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/forks
Branches https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/branches
Tags https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tags
Activity https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FYecanLee%2FDecoding-Decoded
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FYecanLee%2FDecoding-Decoded
Code https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
Issues 0 https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/issues
Pull requests 0 https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/pulls
Actions https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/actions
Projects 0 https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/projects
Security 0 https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/security
Insights https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/pulse
Code https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
Issues https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/issues
Pull requests https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/pulls
Actions https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/actions
Projects https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/projects
Security https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/security
Insights https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/pulse
Brancheshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/branches
Tagshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tags
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/branches
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tags
11 Commitshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/commits/main/
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/commits/main/
assetshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/assets
assetshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/assets
helpershttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/helpers
helpershttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/helpers
llm_exphttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/llm_exp
llm_exphttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/llm_exp
scriptshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/scripts
scriptshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/scripts
utilshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/utils
utilshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/tree/main/utils
LICENSEhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/README.md
measure_CD_mauve_diversity_gen_len.pyhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/measure_CD_mauve_diversity_gen_len.py
measure_CD_mauve_diversity_gen_len.pyhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/measure_CD_mauve_diversity_gen_len.py
measure_diversity_mauve_gen_length.pyhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/measure_diversity_mauve_gen_length.py
measure_diversity_mauve_gen_length.pyhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/measure_diversity_mauve_gen_length.py
requirements.txthttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/requirements.txt
READMEhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
MIT licensehttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#decoding-decoded-understanding-hyperparameter-effects-in-open-ended-text-generation-official-pytorch-implementation
Paperhttps://arxiv.org/abs/2410.06097
Project Pagehttps://yecanlee.github.io/DecodedDecodedwebsite.io/
https://colab.research.google.com/drive/1C6u0i0fHpk80uPhDWNylIlq64F_HSl-1?usp=sharing
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#paper--project-page--run-analysis-baseline-
project pagehttps://yecanlee.github.io/DecodedDecodedwebsite.io/
paperhttps://arxiv.org/abs/2410.06097
Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generationhttps://arxiv.org/abs/2410.06097
Esteban Garces Ariashttps://scholar.google.com/citations?user=FK1UX0gAAAAJ&hl=es
Meimingwei Lihttps://github.com/YecanLee
Christian Heumannhttps://scholar.google.de/citations?user=H6LdyzoAAAAJ&hl=de
Matthias Aßenmacherhttps://www.slds.stat.uni-muenchen.de/people/assenmacher/
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/assets/cs_trend.jpeg
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-timeline
arXivhttps://arxiv.org/abs/2410.06097
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-table-of-contents-back-to-top
Download Pre-generated Datasethttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Download-Pre-generated-Dataset-
Dependency Installationhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Dependency-installation-
Run LLM Inference Experimentshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Run-LLM-Inference-Experiments-
Benchmark Decoding Methodshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Benchmark-Decoding-Methods-
Measure Diversity, Generation Length and MAUVE Scorehttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Measure-Diversity,-Generation-Length-and-MAUVE-Score-
Log Benchmark Resultshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Log-Benchmark-Results-
Enhancementshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Enhancements-
BibTeXhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#BibTeX-
Licensehttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#License-
Contributionshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#Contributions-
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-download-pre-generated-dataset-back-to-top-
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-dependency-installation-back-to-top-
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-run-llm-inference-experiments-back-to-top-
Contrastive Searchhttps://arxiv.org/abs/2210.14140
Top-k Samplinghttps://arxiv.org/pdf/1805.04833
Top-p Samplinghttps://arxiv.org/abs/1904.09751
Beam Searchhttps://arxiv.org/abs/1702.01806
Temperature Scalinghttps://arxiv.org/abs/1706.04599
Llama-3.1https://www.llama.com/
GPT-2https://openai.com/index/better-language-models/
Mistral-7B-v0.3https://mistral.ai/
Mistral-7B-v0.1https://arxiv.org/abs/2310.06825
Qwen/Qwen2-7Bhttps://arxiv.org/abs/2407.10671
falcon-11Bhttps://arxiv.org/abs/2407.14885
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-benchmark-decoding-methods-back-to-top-
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-measure-diversity-generation-length-and-mauve-score-back-to-top-
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#measure-diversity-generation-length-and-mauve-score-for-a-single-generated-text-file
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#measure-diversity-generation-length-and-mauve-score-for-a-folder-of-generated-text-files
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#measure-diversity-generation-length-and-mauve-score-with-one-command-pipeline
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-log-benchmark-results-back-to-top-
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-enhancements-back-to-top-
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-bibtex
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-license
LICENSE.txthttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/blob/main/LICENSE.txt
[Back to Top]https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#top
https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#-contributions-back-to-top-
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generationhttps://github.com/YecanLee/Adaptive-Contrastive-Search
Contrastive Search versus Contrastive Decodinghttps://github.com/yxuansu/Contrastive_Search_versus_Contrastive_Decoding
arxiv.org/abs/2410.06097https://arxiv.org/abs/2410.06097
nlp https://patch-diff.githubusercontent.com/topics/nlp
benchmark https://patch-diff.githubusercontent.com/topics/benchmark
natural-language-processing https://patch-diff.githubusercontent.com/topics/natural-language-processing
text-generation https://patch-diff.githubusercontent.com/topics/text-generation
decoding-studies https://patch-diff.githubusercontent.com/topics/decoding-studies
llm https://patch-diff.githubusercontent.com/topics/llm
coling2025 https://patch-diff.githubusercontent.com/topics/coling2025
Readme https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded
Activityhttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/activity
4 starshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/watchers
0 forkshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FYecanLee%2FDecoding-Decoded&report=YecanLee+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/releases
Packages 0https://patch-diff.githubusercontent.com/users/YecanLee/packages?repo_name=Decoding-Decoded
Python 91.8% https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/search?l=python
Shell 8.2% https://patch-diff.githubusercontent.com/YecanLee/Decoding-Decoded/search?l=shell
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.