{"id":18664647,"url":"https://github.com/scionoftech/question_answering_system","last_synced_at":"2025-08-04T23:11:47.967Z","repository":{"id":101410413,"uuid":"230632892","full_name":"scionoftech/Question_Answering_System","owner":"scionoftech","description":"Question answering system developed using seq2seq modeling - The SQuAD dataset.","archived":false,"fork":false,"pushed_at":"2019-12-28T17:00:39.000Z","size":269,"stargazers_count":9,"open_issues_count":2,"forks_count":4,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-25T19:21:23.450Z","etag":null,"topics":["natural-language","questions-and-answers","rnn","seq2seq","squad-dataset"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/scionoftech.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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-12-28T16:14:24.000Z","updated_at":"2024-06-18T18:38:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"75ed52c1-6de7-47d6-bc48-81dc89b6b997","html_url":"https://github.com/scionoftech/Question_Answering_System","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/scionoftech%2FQuestion_Answering_System","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scionoftech%2FQuestion_Answering_System/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scionoftech%2FQuestion_Answering_System/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scionoftech%2FQuestion_Answering_System/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scionoftech","download_url":"https://codeload.github.com/scionoftech/Question_Answering_System/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248483374,"owners_count":21111435,"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":["natural-language","questions-and-answers","rnn","seq2seq","squad-dataset"],"created_at":"2024-11-07T08:24:23.788Z","updated_at":"2025-04-11T21:32:53.377Z","avatar_url":"https://github.com/scionoftech.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Question answering system\n\nQuestion answering is a computer science discipline within the fields of information retrieval and natural language processing, which is concerned with building systems that automatically answer questions posed by humans in a natural language.\n\n![qa.png](qa.png)\n\nThe objective here is to build a Question answering system using the seq2seq approach.\n\n### SQuAD Dataset\n\nStanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswerable.\n\nWe can download the dataset from [here](https://rajpurkar.github.io/SQuAD-explorer/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscionoftech%2Fquestion_answering_system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscionoftech%2Fquestion_answering_system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscionoftech%2Fquestion_answering_system/lists"}