{"id":17339772,"url":"https://github.com/olenet/nips_convai2_resource","last_synced_at":"2026-07-24T16:30:14.539Z","repository":{"id":94688647,"uuid":"132209813","full_name":"OleNet/nips_convai2_resource","owner":"OleNet","description":"Maintain resources for NIPS 2018 Competition ConvAi2, including dataset url, papers, etc","archived":false,"fork":false,"pushed_at":"2018-05-06T08:50:15.000Z","size":26,"stargazers_count":6,"open_issues_count":0,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-05-20T02:52:50.330Z","etag":null,"topics":["awesome","chatbot","chinese","competition","convai2","conversation","nips","nips-challenge","nips2017"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/OleNet.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,"governance":null,"roadmap":null,"authors":null}},"created_at":"2018-05-05T03:06:22.000Z","updated_at":"2022-06-13T03:48:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"f5e868c6-d56c-471d-a779-f6db3ddb4b85","html_url":"https://github.com/OleNet/nips_convai2_resource","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleNet%2Fnips_convai2_resource","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleNet%2Fnips_convai2_resource/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleNet%2Fnips_convai2_resource/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OleNet%2Fnips_convai2_resource/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OleNet","download_url":"https://codeload.github.com/OleNet/nips_convai2_resource/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240760620,"owners_count":19853249,"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":["awesome","chatbot","chinese","competition","convai2","conversation","nips","nips-challenge","nips2017"],"created_at":"2024-10-15T15:43:02.787Z","updated_at":"2026-07-24T16:30:14.491Z","avatar_url":"https://github.com/OleNet.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Resources for NIPS 2018 Competition The Conversational Intelligence Challenge 2 (ConvAI2)  \n\n## ParlAI\n\n安装FAIR实验室的工具[ParlAI](https://github.com/facebookresearch/ParlAI#installing-parlai)\n\n\n## Dataset  \n\nOfficial train dataset download [link](https://s3.amazonaws.com/fair-data/parlai/convai2/convai2.tar.gz)\n\nOr\n\n中国用户下载amazonaws的资源比较慢，这里有一个百度云盘[convai2.tar.gz](https://pan.baidu.com/s/1Akz9PpbNvlvVMtp9NxXBDA)的镜像, \n\n下载的convai2.tar.gz 放在如下路径:ParlAI/data/ConvAI2/convai2.tar.gz,  注意不需要解压。\n\n程序自动处理后，ParlAI/data/ConvAI2/目录中会包含如下文件：\n\n|id|  `ls ParlAI/data/ConvAI2/`        |\n|--|-----------------------------------|\n|1| train_both_original_no_cands.txt  |\n|2| train_both_original.txt           |\n|3| train_both_revised_no_cands.txt   |\n|| ... ...                           |\n|27| valid_self_revised_no_cands.txt   |\n|28| valid_self_revised.txt            |\n\n文件名也代表了数据的组织方式\n\n按照是否含有self/other 的 persona(画像)组织\n\n| both | none | other | self | 说明            |\n|------|------|-------|------|---------------|\n| O    | X    | X     | X    | 两者的persona都有  |\n| X    | O    | X     | X    | 两者的persona都没有 |\n| X    | X    | O     | X    | 只有对方的persona  |\n| X    | X    | X     | O    | 只有自己的persona  |\n\n按照修正前/后的persona组织\n\n| original | revise | 说明              |\n|----------|--------|-----------------|\n| O        | X      | 原始的persona产出的数据 |\n| X        | O      | 修正的persona产出的数据 |\n\n按照有无候选组织\n\n| no_cands | 说明  |\n|----------|-----|\n| O        | 无候选 |\n\n\n\n## Baseline models\n\n因为ParlAI的baseline模块依赖了很多预训练资源，存在aws上不方便中国用户下载，所以为了方便，把这些与训练的资源已经在[百度云](https://pan.baidu.com/s/1PwsbFJo0FIvEhmiu4T4AIw)上。\n\n下载之后, 在ParlAI/data/（没有的话创建一个即可）文件夹下解压model.tar.gz，`tar zxvf model.tar.gz`.\n\n## Run Example \n\nrun一个baseline脚本，测试是否上述数据准备成功：\n\n`cd ParlAI; python projects/convai2/baselines/kvmemnn/eval_f1.py`\n\n## Papers \n\n[A Persona-Based Neural Conversation Model](https://arxiv.org/abs/1603.06155)  \n[A Neural Conversational Model](https://arxiv.org/abs/1506.05869)  \n[A Diversity-Promoting Objective Function for Neural Conversation Models](https://arxiv.org/abs/1510.03055)  \n[Personalizing Dialogue Agents: I have a dog, do you have pets too?](https://arxiv.org/abs/1801.07243)  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Folenet%2Fnips_convai2_resource","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Folenet%2Fnips_convai2_resource","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Folenet%2Fnips_convai2_resource/lists"}