{"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/personalizing-dialogue-agents-i-have-a-dog-do","title":"Personalizing Dialogue Agents: I have a dog, do you have pets too?","arxiv_id":"1801.07243","date":"2018-01-22","proceeding":"ACL 2018 7","authors":["Saizheng Zhang","Emily Dinan","Jack Urbanek","Arthur Szlam","Douwe Kiela","Jason Weston"],"abstract":"Chit-chat models are known to have several problems: they lack specificity,\ndo not display a consistent personality and are often not very captivating. In\nthis work we present the task of making chit-chat more engaging by conditioning\non profile information. We collect data and train models to (i) condition on\ntheir given profile information; and (ii) information about the person they are\ntalking to, resulting in improved dialogues, as measured by next utterance\nprediction. Since (ii) is initially unknown our model is trained to engage its\npartner with personal topics, and we show the resulting dialogue can be used to\npredict profile information about the interlocutors.","url_abs":"http://arxiv.org/abs/1801.07243v5","url_pdf":"http://arxiv.org/pdf/1801.07243v5.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":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/facebookresearch/ParlAI","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"MIT"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/AjayKhalsa/convai_smile","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/SivilTaram/Persona-Dialogue-Generation","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"MIT"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/ThilinaRajapakse/simpletransformers","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/af1tang/personaGPT","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"GPL-3.0"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/devJWSong/gpt2-chatbot-pytorch","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"MIT"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/devjwsong/gpt2-dialogue-generation-pytorch","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"MIT"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/hkmirza/eacl2024-sci-chat-sharedtask","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"unanswered"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/illidanlab/personaGPT","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok","spdx":"GPL-3.0"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/joe-prog/https-github.com-facebookresearch-ParlAI","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"gone","observed_at":"2026-09-18","how":"tree_404+repo_404"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/lemuria-wchen/DialogVED","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/passing2961/personachatgen","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"unanswered"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/ppchavan/chitchatbot1","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/samsonleegh/convai_smile","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null},{"paper_slug":"personalizing-dialogue-agents-i-have-a-dog-do","repo_url":"https://github.com/zequnl/CMAML","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"unanswered"}}],"tasks":[{"task_slug":"conversational-response-selection","task_name":"Conversational Response Selection"},{"task_slug":"dialogue-generation","task_name":"Dialogue Generation"},{"task_slug":"specificity","task_name":"Specificity"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/dialogue-generation-on-persona-chat-1","task":"Dialogue Generation","dataset":"Persona-Chat","model":"KV Profile Memory","rank_in_archive_order":5,"of":6,"metrics":{"Avg F1":"11.9"},"uses_additional_data":true}],"syntology":{"syntology_url":"https://syntology.ai/paper/1801.07243","atlas_url":"https://app.syntology.ai/?focus=1801.07243","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1801.07243"}},"developers":"https://syntology.ai/developers","read_at":"2026-09-25T09:33:49+00:00","read_at_is":"when the build read Syntology's graph, not when any sample ran","claim":"Per-sample execution status on synthesized fixtures; not a correctness claim about the paper. Samples come from repositories linked to the paper, official or community; repo_kind says which.","repos":[{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/facebookresearch/ParlAI","reach":{"status":"ok","spdx":"MIT"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/ppchavan/chitchatbot1","reach":{"status":"unanswered"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/samsonleegh/convai_smile","reach":null},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/zequnl/CMAML","reach":{"status":"unanswered"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/joe-prog/https-github.com-facebookresearch-ParlAI","reach":{"status":"gone","observed_at":"2026-09-18","how":"tree_404+repo_404"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/devjwsong/gpt2-dialogue-generation-pytorch","reach":{"status":"ok","spdx":"MIT"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/SivilTaram/Persona-Dialogue-Generation","reach":{"status":"ok","spdx":"MIT"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/AjayKhalsa/convai_smile","reach":{"status":"ok"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/lemuria-wchen/DialogVED","reach":{"status":"ok"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/illidanlab/personaGPT","reach":{"status":"ok","spdx":"GPL-3.0"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/hkmirza/eacl2024-sci-chat-sharedtask","reach":{"status":"unanswered"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/ThilinaRajapakse/simpletransformers","reach":null},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/passing2961/personachatgen","reach":{"status":"unanswered"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/devJWSong/gpt2-chatbot-pytorch","reach":{"status":"ok","spdx":"MIT"}},{"provenance":"external:paperswithcode_snapshot_2025-07-28","url":"https://github.com/af1tang/personaGPT","reach":{"status":"ok","spdx":"GPL-3.0"}}],"summary":{"unverified":1},"by_repo_kind":{"listed":{"samples":1,"ran":0,"repositories":1}},"repo_kind_vocabulary":{"official":"The archive marks this repository official for the paper","named_in_paper":"The archive records that the paper mentions this repository; it is not marked official","listed":"In the archive's code links for this paper, not marked official and not recorded as mentioned in the paper","found_in_text":"Syntology found this repository in the paper's own text; whether it is the authors' implementation is not asserted","community":"Not in the archive's code links for this paper; a community repository Syntology harvested"},"n_pointer_only_for_licence":1,"samples":[{"code_sha256_prefix":"e46d6b86df789052","entry":"evaluation","repo":"samsonleegh/convai_smile","repo_kind":"listed","path":"model_pipeline/model_train.py","file_url":"https://github.com/samsonleegh/convai_smile/blob/HEAD/model_pipeline/model_train.py","link_basis":"first_harvest_node","language":"python","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"mcp_get_code":{"code_sha256":"e46d6b86df789052"}}]},"arxiv_metadata":null,"syntology_extracted_results":null}