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will monroe will monroe research scientist duolingo b s 2013 m s 2015 ph d 2018 stanford university hi everybody i m will my favorite pastime is learning all the languages of the world and trying to teach them to others i also sometimes do research and write code since september 2018 i ve been using natural language processing to improve the coverage and quality of duolingo s 100 language courses before coming to duolingo i did my ph d and undergraduate studies at stanford university my ph d research focused mainly on computational pragmatics and natural language grounding with variants of the rational speech act model advised by christopher potts i ve also published papers with noah goodman dan jurafsky and christopher manning my undergraduate honors thesis advised by ryan williams and virginia vassilevska williams was on matrix multiplication algorithms i spent two summers working with language revitalization programs for the alutiiq and unangam tunuu languages in kodiak and anchorage alaska using the where are your keys immersive language learning game some things i got into in college that i still enjoy today include music dance kenpo karate and simply learning languages for fun easiest way to put a smile on my face start talking to me in arabic mandarin or alutiiq this page includes my research teaching materials some past coursework and a few other side projects it occasionally gets out of date so please email me before using details from this site in other places publications google scholar semantic scholar 2024 austin xu will monroe and klinton bicknell 2024 large language model augmented exercise retrieval for personalized language learning in proceedings of the 14th international learning analytics and knowledge conference lak arxiv acm pdf bibtex workshop version austin xu klinton bicknell and will monroe 2023 large language model augmented exercise retrieval for personalized language learning in proceedings of the neurips workshop on generative ai for education gaied pdf bibtex poster 2020 stephen mayhew klinton bicknell chris brust bill mcdowell will monroe and burr settles 2020 simultaneous translation and paraphrase for language education in proceedings of the acl workshop on neural generation and translation wngt pdf bibtex 2018 will monroe 2018 learning in the rational speech acts model ph d dissertation stanford university pdf bibtex arianna yuan will monroe yu bai and nate kushman 2018 understanding the rational speech act model in proceedings of the 40th annual meeting of the cognitive science society cogsci 2018 cogsci pdf bibtex will monroe jennifer hu andrew jong and christopher potts 2018 generating bilingual pragmatic color references in proceedings of the 16th annual conference of the north american chapter of the association for computational linguistics human language technologies naacl hlt 2018 arxiv pdf bibtex poster data code 2017 jiwei li will monroe tianlin shi sébastien jean alan ritter and dan jurafsky 2017 adversarial learning for neural dialogue generation in proceedings of the 2017 conference on empirical methods in natural language processing emnlp 2017 arxiv pdf bibtex code will monroe robert x d hawkins noah d goodman and christopher potts 2017 colors in context a pragmatic neural model for grounded language understanding transactions of the association for computational linguistics tacl 5 pp 325 338 tacl arxiv pdf bibtex data code 2016 amir goldberg sameer b srivastava v govind manian william monroe and christopher potts 2016 fitting in or standing out the tradeoffs of structural and cultural embeddedness american sociological review 81 6 pp 1190 1222 sage pdf manuscript bibtex will monroe noah d goodman and christopher potts 2016 learning to generate compositional color descriptions in proceedings of the 2016 conference on empirical methods in natural language processing emnlp 2016 arxiv pdf bibtex code jiwei li will monroe alan ritter michel galley jianfeng gao and dan jurafsky 2016 deep reinforcement learning for dialogue generation in proceedings of the 2016 conference on empirical methods in natural language processing emnlp 2016 arxiv 2015 will monroe and christopher potts 2015 learning in the rational speech acts model in proceedings of the 20th amsterdam colloquium arxiv pdf bibtex code angel chang will monroe manolis savva christopher potts and christopher d manning 2015 text to 3d scene generation with rich lexical grounding in proceedings of the 53rd annual meeting of the association for computational linguistics and the 7th international joint conference of the asian federation of natural language processing acl ijcnlp 2015 arxiv pdf bibtex data 2014 will monroe spence green and christopher d manning 2014 word segmentation of informal arabic with domain adaptation in proceedings of the 52nd annual meeting of the association for computational linguistics acl 2014 short papers pdf bibtex code other research liszt a language for parallel scientific computing honors thesis automating the search for faster matrix multiplication algorithms curis 2011 meru building a virtual city teaching splash cs 106 programming methodology and abstractions cs 109 introduction to probability for computer scientists coursework cs 224u natural language understanding cs 248 interactive computer graphics other morse code eclipse 2017