{"id":18810503,"url":"https://github.com/abhijitramesh/semantic-similarity","last_synced_at":"2026-01-10T21:30:15.782Z","repository":{"id":119133382,"uuid":"328902038","full_name":"abhijitramesh/semantic-similarity","owner":"abhijitramesh","description":"This repository will contain state of the art implementation of semantic-similarity","archived":false,"fork":false,"pushed_at":"2021-01-13T10:30:44.000Z","size":38,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-12-29T23:42:27.242Z","etag":null,"topics":["bert","huggingface","nlp","sematic-similarity","snli","t5"],"latest_commit_sha":null,"homepage":"","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/abhijitramesh.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":"2021-01-12T07:09:47.000Z","updated_at":"2021-06-11T18:41:14.000Z","dependencies_parsed_at":"2023-07-09T23:15:17.746Z","dependency_job_id":null,"html_url":"https://github.com/abhijitramesh/semantic-similarity","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/abhijitramesh%2Fsemantic-similarity","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhijitramesh%2Fsemantic-similarity/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhijitramesh%2Fsemantic-similarity/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abhijitramesh%2Fsemantic-similarity/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/abhijitramesh","download_url":"https://codeload.github.com/abhijitramesh/semantic-similarity/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239748254,"owners_count":19690232,"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":["bert","huggingface","nlp","sematic-similarity","snli","t5"],"created_at":"2024-11-07T23:20:45.229Z","updated_at":"2025-02-19T22:40:36.973Z","avatar_url":"https://github.com/abhijitramesh.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Semantic Similarity\n\nThis repository would contain implementation of semantic similarity with different state of the art transformers from [huggingface](https://huggingface.co/)\n\n## Introduction\n\nSemantic similarity is used to measure the distance or similarity between two pair of words, phrases, sentences or documents. This can be done in two ways knowledge-based or corpus-based. Here we would be doing a corpus-bases approach. This implementation is inspired from semantic similarity implementation with BERT example from [keras.io](https://keras.io/examples/nlp/semantic_similarity_with_bert/). The idea here is to change the models and see if we could get a better performance with other transformer architecture like t5.\n\n\n### References\n[BERT](https://arxiv.org/pdf/1810.04805.pdf)\n\n[T5](https://arxiv.org/abs/1910.10683)\n\n[SNLI](https://nlp.stanford.edu/projects/snli/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabhijitramesh%2Fsemantic-similarity","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabhijitramesh%2Fsemantic-similarity","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabhijitramesh%2Fsemantic-similarity/lists"}