{"id":456,"date":"2023-11-16T15:38:28","date_gmt":"2023-11-16T15:38:28","guid":{"rendered":"http:\/\/iict-space.heig-vd.ch\/apu\/?page_id=456"},"modified":"2023-11-16T15:43:23","modified_gmt":"2023-11-16T15:43:23","slug":"software-and-data","status":"publish","type":"page","link":"http:\/\/iict-space.heig-vd.ch\/apu\/software-and-data\/","title":{"rendered":"Software and data"},"content":{"rendered":"\n<p>The research I supervised and contributed to has generated a number of software and data repositories. They are accessible from <a href=\"https:\/\/www.idiap.ch\/dataset\/\" data-type=\"URL\" data-id=\"https:\/\/www.idiap.ch\/dataset\/\">Idiap\u2019s Data Distribution Portal<\/a> (pointing to Zenodo repositories), <a href=\"https:\/\/github.com\/idiap\/\">Idiap\u2019s Github repository<\/a>, <a href=\"https:\/\/github.com\/heig-iict-ida\">HEIG-VD IDA group\u2019s Github repository<\/a>, and the <a href=\"https:\/\/huggingface.co\/andreipb\">HuggingFace model store<\/a>. The software and data are listed in alphabetical order, with co-authors in parentheses, mostly PhD students.<\/p>\n\n<h4>Software<\/h4>\n\n<ul>\n<li> <a href=\"https:\/\/github.com\/idiap\/act\">ACT:<\/a> metric for the Accuracy of Connective Translation (with N. Hajlaoui, Th. Meyer)<\/li> \n<li> <a href=\"https:\/\/github.com\/idiap\/APT\">APT:<\/a> metric for the Accuracy of Pronoun Translation (with L. Miculicich Werlen)<\/li> \n<li> <a href=\"https:\/\/github.com\/idiap\/cbrec\">CBrec:<\/a> content-based recommender (with N. Pappas)<\/li> \n<li> <a href=\"https:\/\/github.com\/heig-iict-ida\/crpo\">CRPO:<\/a> Computer-assisted poetic creation (with A.R. Atrio, G. Luthier, V. Minder, A. Xanthos)<\/li> \n<li> <a href=\"https:\/\/github.com\/idiap\/DiscoConn-Classifier\">DiscoConn:<\/a> classifier for connective labeling in English texts (with Th. Meyer)<\/li> \n<li> <a href=\"https:\/\/github.com\/idiap\/DocRec\">DocRec:<\/a> keyword extraction and document recommendation (with M. Habibi)<\/li> \n<li> <a href=\"https:\/\/github.com\/idiap\/emorec\">EMORec:<\/a> emotion-based recommendation generator  (with N. Pappas)<\/li> \n<li> <a href=\"https:\/\/github.com\/heig-iict-ida\/placat\">PLACAT:<\/a> robust conversational agent for information access (with G. Luthier)<\/li> \n<li> <a href=\"https:\/\/github.com\/idiap\/slog\">SLOG:<\/a> learning similarity metrics on graphs (with M. Yazdani)<\/li>\n<li> <a href=\"https:\/\/github.com\/idiap\/wmil-sgd\">WMIL-SGD:<\/a> multiple-instance learning for sentiment analysis (with N. Pappas)<\/li> \n<\/ul>\n\n<h4>Data<\/h4>\n\n<ul>\n<li> <a href=\"https:\/\/zenodo.org\/record\/4108125\">AREX:<\/a> AMI requests for explanations, with relevance judgments (with M. Habibi)<\/li>\n<li> <a href=\"https:\/\/zenodo.org\/record\/4061389\">Discourse Connective Annotation<\/a> (with Th. Meyer, B. Cartoni, S. Zufferey)<\/li> \n<li> <a href=\"https:\/\/www.idiap.ch\/paper\/hatdoc\/\">HATDOC:<\/a> Human Attention Scores in Document Classification (with N. Pappas)<\/li>\n<li> <a href=\"https:\/\/zenodo.org\/record\/4068283\">Tense-annotation:<\/a> parallel verb tense annotation on Europarl (with Th. Meyer, C. Grisot)<\/li> \n<li> <a href=\"https:\/\/zenodo.org\/record\/4061423\">TED Ratings:<\/a> ground truth human-made recommendations (with N. Pappas)<\/li> \n<\/ul>\n\n<h4>Models<\/h4>\n\n<ul>\n<li> <a href=\"https:\/\/huggingface.co\/andreipb\/gpt2-poetry-model-crpo\">GPT2-Poetry:<\/a> a gpt2-small model (137 M parameters) fine-tuned on the Gutenberg Poetry Corpus to generate English poetry  (with T. Ferrari)<\/li>\n<li> <a href=\"https:\/\/huggingface.co\/andreipb\">RoBERTa-Poetry:<\/a> a series of eight RoBERTa-based models (125M parameters) fine-tuned on poetry, respectively for one of five topics, or one of three emotions (with T. Ferrari) <\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The research I supervised and contributed to has generated a number of software and data repositories. They are accessible from Idiap\u2019s Data Distribution Portal (pointing to Zenodo repositories), Idiap\u2019s Github repository, HEIG-VD IDA group\u2019s Github repository, and the HuggingFace model <a class=\"more-link\" href=\"http:\/\/iict-space.heig-vd.ch\/apu\/software-and-data\/\">Continue reading <span class=\"screen-reader-text\">  Software and data<\/span><span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":15,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/pages\/456"}],"collection":[{"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/comments?post=456"}],"version-history":[{"count":5,"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/pages\/456\/revisions"}],"predecessor-version":[{"id":463,"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/pages\/456\/revisions\/463"}],"wp:attachment":[{"href":"http:\/\/iict-space.heig-vd.ch\/apu\/wp-json\/wp\/v2\/media?parent=456"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}