{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/ask-no-more-deciding-when-to-guess-in","title":"Ask No More: Deciding when to guess in referential visual dialogue","arxiv_id":"1805.06960","date":"2018-05-17","proceeding":"COLING 2018 8","authors":["Ravi Shekhar","Tim Baumgartner","Aashish Venkatesh","Elia Bruni","Raffaella Bernardi","Raquel Fernandez"],"abstract":"Our goal is to explore how the abilities brought in by a dialogue manager can\nbe included in end-to-end visually grounded conversational agents. We make\ninitial steps towards this general goal by augmenting a task-oriented visual\ndialogue model with a decision-making component that decides whether to ask a\nfollow-up question to identify a target referent in an image, or to stop the\nconversation to make a guess. Our analyses show that adding a decision making\ncomponent produces dialogues that are less repetitive and that include fewer\nunnecessary questions, thus potentially leading to more efficient and less\nunnatural interactions.","url_abs":"http://arxiv.org/abs/1805.06960v2","url_pdf":"http://arxiv.org/pdf/1805.06960v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"ask-no-more-deciding-when-to-guess-in","repo_url":"https://github.com/shekharRavi/ask-no-more-COLING2018","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"decision-making","task_name":"Decision Making"},{"task_slug":"visual-dialogue","task_name":"Visual Dialog"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":"https://app.syntology.ai/?focus=1805.06960","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}