René's URL Explorer Experiment


Title: GitHub - mangopy/SearchLM: Official code for NeurIPS2025 "Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers"

Open Graph Title: GitHub - mangopy/SearchLM: Official code for NeurIPS2025 "Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers"

X Title: GitHub - mangopy/SearchLM: Official code for NeurIPS2025 "Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers"

Description: Official code for NeurIPS2025 "Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers" - mangopy/SearchLM

Open Graph Description: Official code for NeurIPS2025 "Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers" - mangopy/SearchLM

X Description: Official code for NeurIPS2025 "Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers" - mangopy/SearchLM

Opengraph URL: https://github.com/mangopy/SearchLM

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:77913128-bc53-5053-a85d-7af360a237c1
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA304:18851E:5F3FB4:7C0021:698D2110
html-safe-noncea51a277780ea3b8906ab90c5694e2b88cd4b0a45d66da2bd809dbca70b39d4d7
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMzA0OjE4ODUxRTo1RjNGQjQ6N0MwMDIxOjY5OEQyMTEwIiwidmlzaXRvcl9pZCI6IjcwNDc5MDEzMTQyNzgwMzk4MjQiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac1e89ddc4349d3f9f12b84703b474da458ecc6de00b9dd99655f4a4b918dd3e13
hovercard-subject-tagrepository:941238606
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/mangopy/SearchLM
twitter:imagehttps://opengraph.githubassets.com/d140edff33f5db2d17c0e9c2b6719411effed0cba87d6965ec19726092c658d6/mangopy/SearchLM
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/d140edff33f5db2d17c0e9c2b6719411effed0cba87d6965ec19726092c658d6/mangopy/SearchLM
og:image:altOfficial code for NeurIPS2025 "Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers" - mangopy/SearchLM
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec25395580e1e3bf82d705e0982a1b24255366088720fef945f1493d5e3e67954
turbo-cache-controlno-preview
go-importgithub.com/mangopy/SearchLM git https://github.com/mangopy/SearchLM.git
octolytics-dimension-user_id179788286
octolytics-dimension-user_loginmangopy
octolytics-dimension-repository_id941238606
octolytics-dimension-repository_nwomangopy/SearchLM
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id941238606
octolytics-dimension-repository_network_root_nwomangopy/SearchLM
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
release94219dcb9c044792ec271fd5b23c73419858bef7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/mangopy/SearchLM#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmangopy%2FSearchLM
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%2Fmangopy%2FSearchLM
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=mangopy%2FSearchLM
Reloadhttps://patch-diff.githubusercontent.com/mangopy/SearchLM
Reloadhttps://patch-diff.githubusercontent.com/mangopy/SearchLM
Reloadhttps://patch-diff.githubusercontent.com/mangopy/SearchLM
mangopy https://patch-diff.githubusercontent.com/mangopy
SearchLMhttps://patch-diff.githubusercontent.com/mangopy/SearchLM
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fmangopy%2FSearchLM
Fork 4 https://patch-diff.githubusercontent.com/login?return_to=%2Fmangopy%2FSearchLM
Star 227 https://patch-diff.githubusercontent.com/login?return_to=%2Fmangopy%2FSearchLM
arxiv.org/abs/2505.20128https://arxiv.org/abs/2505.20128
Apache-2.0 license https://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/LICENSE
227 stars https://patch-diff.githubusercontent.com/mangopy/SearchLM/stargazers
4 forks https://patch-diff.githubusercontent.com/mangopy/SearchLM/forks
Branches https://patch-diff.githubusercontent.com/mangopy/SearchLM/branches
Tags https://patch-diff.githubusercontent.com/mangopy/SearchLM/tags
Activity https://patch-diff.githubusercontent.com/mangopy/SearchLM/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fmangopy%2FSearchLM
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fmangopy%2FSearchLM
Code https://patch-diff.githubusercontent.com/mangopy/SearchLM
Issues 0 https://patch-diff.githubusercontent.com/mangopy/SearchLM/issues
Pull requests 0 https://patch-diff.githubusercontent.com/mangopy/SearchLM/pulls
Actions https://patch-diff.githubusercontent.com/mangopy/SearchLM/actions
Projects 0 https://patch-diff.githubusercontent.com/mangopy/SearchLM/projects
Security 0 https://patch-diff.githubusercontent.com/mangopy/SearchLM/security
Insights https://patch-diff.githubusercontent.com/mangopy/SearchLM/pulse
Code https://patch-diff.githubusercontent.com/mangopy/SearchLM
Issues https://patch-diff.githubusercontent.com/mangopy/SearchLM/issues
Pull requests https://patch-diff.githubusercontent.com/mangopy/SearchLM/pulls
Actions https://patch-diff.githubusercontent.com/mangopy/SearchLM/actions
Projects https://patch-diff.githubusercontent.com/mangopy/SearchLM/projects
Security https://patch-diff.githubusercontent.com/mangopy/SearchLM/security
Insights https://patch-diff.githubusercontent.com/mangopy/SearchLM/pulse
Brancheshttps://patch-diff.githubusercontent.com/mangopy/SearchLM/branches
Tagshttps://patch-diff.githubusercontent.com/mangopy/SearchLM/tags
https://patch-diff.githubusercontent.com/mangopy/SearchLM/branches
https://patch-diff.githubusercontent.com/mangopy/SearchLM/tags
32 Commitshttps://patch-diff.githubusercontent.com/mangopy/SearchLM/commits/v1/
https://patch-diff.githubusercontent.com/mangopy/SearchLM/commits/v1/
assets/imagehttps://patch-diff.githubusercontent.com/mangopy/SearchLM/tree/v1/assets/image
assets/imagehttps://patch-diff.githubusercontent.com/mangopy/SearchLM/tree/v1/assets/image
datahttps://patch-diff.githubusercontent.com/mangopy/SearchLM/tree/v1/data
datahttps://patch-diff.githubusercontent.com/mangopy/SearchLM/tree/v1/data
srchttps://patch-diff.githubusercontent.com/mangopy/SearchLM/tree/v1/src
srchttps://patch-diff.githubusercontent.com/mangopy/SearchLM/tree/v1/src
.gitignorehttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/README.md
README.mdhttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/README.md
requirements.txthttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1/requirements.txt
READMEhttps://patch-diff.githubusercontent.com/mangopy/SearchLM
Apache-2.0 licensehttps://patch-diff.githubusercontent.com/mangopy/SearchLM
https://patch-diff.githubusercontent.com/mangopy/SearchLM#exsearch
https://github.com/mangopy/Deep-Research-Survey
https://patch-diff.githubusercontent.com/mangopy/SearchLM/blob/v1
https://arxiv.org/abs/2505.20128
https://neurips.cc/virtual/2025/loc/san-diego/poster/115713
https://docs.google.com/presentation/d/1PinLZukBJ1c0WfbxONCWavCspPK-7tF7EZZWTi4slJk/edit
https://github.com/mangopy/SearchLM
https://patch-diff.githubusercontent.com/mangopy/SearchLM#news
NeurIPS 2025https://neurips.cc/
linkhttps://arxiv.org/abs/2505.20128
https://patch-diff.githubusercontent.com/mangopy/SearchLM#environment
DPRhttps://github.com/facebookresearch/DPR/blob/main/dpr/data/download_data.py
Linkhttps://dl.fbaipublicfiles.com/dpr/wikipedia_split/psgs_w100.tsv.gz
ColBERThttps://github.com/stanford-futuredata/ColBERT/tree/main
linkhttps://downloads.cs.stanford.edu/nlp/data/colbert/colbertv2/colbertv2.0.tar.gz
ColBERThttps://github.com/stanford-futuredata/ColBERT/tree/main
https://patch-diff.githubusercontent.com/mangopy/SearchLM#incentivize-your-search-llms-via-expectation-maximization
https://patch-diff.githubusercontent.com/mangopy/SearchLM#warmup-training
https://patch-diff.githubusercontent.com/mangopy/SearchLM#e-step-and-m-step-training
https://patch-diff.githubusercontent.com/mangopy/SearchLM#e-step-trajectory-exploration
https://patch-diff.githubusercontent.com/mangopy/SearchLM#m-step-re-weighted-trajectory-learning
https://patch-diff.githubusercontent.com/mangopy/SearchLM#acknowledgement
ColBERThttps://github.com/stanford-futuredata/ColBERT/tree/main
RankGPThttps://github.com/sunnweiwei/RankGPT
Llama-Factoryhttps://github.com/hiyouga/LLaMA-Factory/tree/main
https://patch-diff.githubusercontent.com/mangopy/SearchLM#dataset
https://patch-diff.githubusercontent.com/mangopy/SearchLM#citation
arxiv.org/abs/2505.20128https://arxiv.org/abs/2505.20128
rag https://patch-diff.githubusercontent.com/topics/rag
large-language-models https://patch-diff.githubusercontent.com/topics/large-language-models
retrieval-augmented-generation https://patch-diff.githubusercontent.com/topics/retrieval-augmented-generation
llm-reasoning https://patch-diff.githubusercontent.com/topics/llm-reasoning
Readme https://patch-diff.githubusercontent.com/mangopy/SearchLM#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/mangopy/SearchLM#Apache-2.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/mangopy/SearchLM
Activityhttps://patch-diff.githubusercontent.com/mangopy/SearchLM/activity
227 starshttps://patch-diff.githubusercontent.com/mangopy/SearchLM/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/mangopy/SearchLM/watchers
4 forkshttps://patch-diff.githubusercontent.com/mangopy/SearchLM/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmangopy%2FSearchLM&report=mangopy+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/mangopy/SearchLM/releases
Packages 0https://patch-diff.githubusercontent.com/users/mangopy/packages?repo_name=SearchLM
Please reload this pagehttps://patch-diff.githubusercontent.com/mangopy/SearchLM
Python 96.1% https://patch-diff.githubusercontent.com/mangopy/SearchLM/search?l=python
C++ 3.2% https://patch-diff.githubusercontent.com/mangopy/SearchLM/search?l=c%2B%2B
Cuda 0.7% https://patch-diff.githubusercontent.com/mangopy/SearchLM/search?l=cuda
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.