{"id":17874841,"url":"https://github.com/philipphager/ultr-cm-vs-ips","last_synced_at":"2025-06-20T16:12:47.128Z","repository":{"id":53835486,"uuid":"518053847","full_name":"philipphager/ultr-cm-vs-ips","owner":"philipphager","description":"Source code for our paper \"Contrasting Neural Click Models and Pointwise IPS Rankers\".","archived":false,"fork":false,"pushed_at":"2023-04-17T13:49:28.000Z","size":8129,"stargazers_count":7,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-04-26T11:01:30.498Z","etag":null,"topics":["clickmodels","inverse-propensity-score","ltr","unbiased-learning-to-rank"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/philipphager.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-07-26T12:33:20.000Z","updated_at":"2023-04-20T12:24:28.000Z","dependencies_parsed_at":"2023-02-01T04:01:05.831Z","dependency_job_id":null,"html_url":"https://github.com/philipphager/ultr-cm-vs-ips","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/philipphager%2Fultr-cm-vs-ips","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/philipphager%2Fultr-cm-vs-ips/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/philipphager%2Fultr-cm-vs-ips/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/philipphager%2Fultr-cm-vs-ips/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/philipphager","download_url":"https://codeload.github.com/philipphager/ultr-cm-vs-ips/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":221820553,"owners_count":16886203,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["clickmodels","inverse-propensity-score","ltr","unbiased-learning-to-rank"],"created_at":"2024-10-28T11:12:08.867Z","updated_at":"2024-10-28T11:12:09.583Z","avatar_url":"https://github.com/philipphager.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Contrasting Neural Click Models and Pointwise IPS Rankers\nSource code for our paper `Contrasting Neural Click Models and Pointwise IPS Rankers`.\n\n## Data\nThe project automatically downloads public datasets to `~/.ltr-datasets/` on first execution.\n\n## Installation\n1. Install dependencies using conda: `conda env create -f environment.yaml`\n2. Activate environment: `conda activate ultr-cm-vs-ips`\n3. Run experiments in the `/scripts directory`, e.g.: `./scripts/mslr_dataset_size.sh`\n\n## Reference\n```\n@inproceedings{Hager2023Contrasting,\n  author    = {Philipp Hager and Maarten de Rijke and Onno Zoeter},\n  title     = {Contrasting Neural Click Models and Pointwise IPS Rankers},\n  booktitle = {ECIR 2023: 45th European Conference on Information Retrieval},\n  publisher = {Springer},\n  year      = {2023},\n}\n```\n## License\nThis project uses the [MIT license]().\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphilipphager%2Fultr-cm-vs-ips","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fphilipphager%2Fultr-cm-vs-ips","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphilipphager%2Fultr-cm-vs-ips/lists"}