# Dialog systems, Information retrieval

{% embed url="<https://arxiv.org/abs/1811.01241>" %}

{% embed url="<https://arxiv.org/abs/1809.05524>" %}

[*Extending Neural Generative Conversational Model Using External Knowledge Sources*](http://scholar.google.com/scholar?q=allintitle%3A+%22Extending+Neural+Generative+Conversational+Model+Using+External+Knowledge+Sources%22+author%3AParthasarathi+author%3APineau\&hl=en) by Prasanna Parthasarathi and Joelle Pineau,

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[*Wizard of Wikipedia: Knowledge-powered Conversational Agents*](http://scholar.google.com/scholar?q=allintitle%3A+%22Wizard+of+Wikipedia:+Knowledge-powered+Conversational+Agents%22+author%3ADinan+author%3ARoller+author%3AShuster\&hl=en) by Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli and Jason Weston, [*Latent Retrieval for Weakly Supervised Open Domain Question Answering*](http://scholar.google.com/scholar?q=allintitle%3A+%22Latent+Retrieval+for+Weakly+Supervised+Open+Domain+Question+Answering%22+author%3ALee+author%3AChang+author%3AToutanova\&hl=en) by Kenton Lee, Ming-Wei Chang and Kristina Toutanova, \\

[*Internet-augmented Dialogue Generation*](http://scholar.google.com/scholar?q=allintitle%3A+%22Internet-augmented+Dialogue+Generation%22+author%3AKomeili+author%3AShuster+author%3AWeston\&hl=en) by Mojtaba Komeili, Kurt Shuster and Jason Weston and [*Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion*](http://scholar.google.com/scholar?q=allintitle%3A+%22Language+Models+that+Seek+for+Knowledge:+Modular+Search+&+Generation+for+Dialogue+and+Prompt+Completion%22+author%3AShuster+author%3AKomeili+author%3AAdolphs\&hl=en) by Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam and Jason Weston.

[*Reason First, then Respond: Modular Generation for Knowledge-infused Dialogue*](http://scholar.google.com/scholar?q=allintitle%3A+%22Reason+First,+then+Respond:+Modular+Generation+for+Knowledge-infused+Dialogue%22+author%3AAdolphs+author%3AShuster+author%3AUrbanek\&hl=en) by Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam and Jason Weston and [*Chain of Thought Prompting Elicits Reasoning in Large Language Models*](http://scholar.google.com/scholar?q=allintitle%3A+%22Chain+of+Thought+Prompting+Elicits+Reasoning+in+Large+Language+Models%22+author%3AWei+author%3AWang+author%3ASchuurmans\&hl=en) by Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed Chi, Quoc Le and Denny Zhou.

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[*Recent Advances in Neural Text Generation: A Task-agnostic Survey*](http://scholar.google.com/scholar?q=allintitle%3A+%22Recent+Advances+in+Neural+Text+Generation:+A+Task-agnostic+Survey%22+author%3ATang+author%3AGuerin+author%3ALi\&hl=en) by Chen Tang, Frank Guerin, Yucheng Li and Chenghua Lin and [*Using Natural Language Generation to Bootstrap Missing Wikipedia Articles: A Human-centric Perspective*](http://scholar.google.com/scholar?q=allintitle%3A+%22Using+Natural+Language+Generation+to+Bootstrap+Missing+Wikipedia+Articles:+A+Human-centric+Perspective%22+author%3AKaffee+author%3AVougiouklis+author%3ASimperl\&hl=en) by Lucie-Aimée Kaffee, Pavlos Vougiouklis and Elena Simperl.