{"id":25215620,"url":"https://github.com/deezer/character_embeddings_qa","last_synced_at":"2025-04-05T08:43:58.553Z","repository":{"id":270255251,"uuid":"867195989","full_name":"deezer/character_embeddings_qa","owner":"deezer","description":"Repository for the paper Improving Quotation Attribution with Fictional Character Embeddings, Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara, EMNLP 2024 (Findings) ","archived":false,"fork":false,"pushed_at":"2025-03-20T23:27:30.000Z","size":53409,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-21T00:26:24.390Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/deezer.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":"2024-10-03T16:04:14.000Z","updated_at":"2025-03-20T23:27:43.000Z","dependencies_parsed_at":"2024-12-29T19:37:12.497Z","dependency_job_id":null,"html_url":"https://github.com/deezer/character_embeddings_qa","commit_stats":null,"previous_names":["deezer/character_embeddings_qa"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2Fcharacter_embeddings_qa","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2Fcharacter_embeddings_qa/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2Fcharacter_embeddings_qa/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/deezer%2Fcharacter_embeddings_qa/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/deezer","download_url":"https://codeload.github.com/deezer/character_embeddings_qa/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247312075,"owners_count":20918341,"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":[],"created_at":"2025-02-10T18:15:10.159Z","updated_at":"2025-04-05T08:43:58.495Z","avatar_url":"https://github.com/deezer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Improving Quotation Attribution with Fictional Character Embeddings\n\nThis is the official repository for the EMNLP 2024 (findings) paper [\"Improving Quotation Attribution with Fictional Character Embeddings\"](https://aclanthology.org/2024.findings-emnlp.744.pdf). We train [LUAR models](https://aclanthology.org/2021.emnlp-main.70/) on Drama plays to distinguish utterances of fictional characters, and use the resulting models to derive character representations that are further injected in a [Quotation Attribution](https://aclanthology.org/2023.acl-short.64/) model to improve the accuracy on unseen literary works.\n\nThis repository contains two subfolders:\n\n- **UAR** that includes all the code and data used to train LUAR on drama plays.\n- **quotation_attribution**, a [clone](https://github.com/Priya22/speaker-attribution-acl2023) from [BookNLP+](https://aclanthology.org/2023.acl-short.64.pdf) where we modify the original quotation attribution model. This folder contains all code to train and reproduce our quotation attribution experiments.\n\n# Installation\nRun the following commands to create an environment and install all the required packages:\n```bash\npython3 -m venv charemb\n. ./charemb/bin/activate\npip3 install -U pip\npip3 install -r requirements.txt\n```\n\n# Running the code\n\nEach folder has its own README file, with instructions to run code.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeezer%2Fcharacter_embeddings_qa","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeezer%2Fcharacter_embeddings_qa","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeezer%2Fcharacter_embeddings_qa/lists"}