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Since the social intentions of thespeaker may differ from what is perceivedby the hearer, systems that analyze humanconversations need to be able to extractboth the perceived and the intended socialmeaning. We investigate this differencebetween intention and perception by usinga spoken corpus of speed-dates in whichboth the speaker and the listener rated thespeaker on flirtatiousness. Our flirtation-detection system uses prosodic, dialogue,and lexical features to detect a speaker\u2019sintent to flirt with up to 71.5% accuracy,significantly outperforming the baseline,but also outperforming the human inter-locuters. Our system addresses lexical fea-ture sparsity given the small amount oftraining data by using an autoencoder net-work to map sparse lexical feature vectorsinto 30 compressed features. Our analy-sis shows that humans are very poor per-ceivers of intended flirtatiousness, insteadoften projecting their own intended behav-ior onto their interlocutors.1 IntroductionDetecting human social meaning is a difficult taskfor automatic conversational understanding sys-tems. One cause of this difficulty is the pervasivedifference between intended social signals and theuptake by the perceiver. The cues that a speakermay use to attempt to signal a particular socialmeaning may not be the cues that the hearer fo-cuses on, leading to misperception.In order to understand the impact of this dif-ference between perception and intention, in thispaper we describe machine learning models thatcan detect both the social meaning intended by thespeaker and the social meaning perceived by thehearer. Automated systems that detect and modelthese differences can lead both to richer sociallyaware systems for conversational understandingand mo", "prefix": " \n \n\n \n ", "type": "TextQuoteSelector", "suffix": "re sophisticated analyses of con"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRBHSMhH9ZO4OKSl3XZ", "html": "https://hypothes.is/a/AVRBHSMhH9ZO4OKSl3XZ", "incontext": "https://hyp.is/AVRBHSMhH9ZO4OKSl3XZ/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "this is stimulating", "created": "2016-04-23T03:15:09.219796+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:wimbo@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRBHSMhH9ZO4OKSl3XZ", "permissions": {"read": ["group:__world__"], "admin": ["acct:wimbo@hypothes.is"], "update": ["acct:wimbo@hypothes.is"], "delete": ["acct:wimbo@hypothes.is"]}}, {"updated": "2016-04-24T00:08:23.724796+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 1458, "start": 1294}, {"exact": "Our analy-sis shows that humans are very poor per-ceivers of intended flirtatiousness, insteadoften projecting their own intended behav-ior onto their interlocutors", "prefix": "sinto 30 compressed features. ", "type": "TextQuoteSelector", "suffix": ".1 IntroductionDetecting huma"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRFmIOqH9ZO4OKSl4BL", "html": "https://hypothes.is/a/AVRFmIOqH9ZO4OKSl4BL", "incontext": "https://hyp.is/AVRFmIOqH9ZO4OKSl4BL/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Unsurprising, but funny nonetheless. ", "created": "2016-04-24T00:08:23.724782+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:gma@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRFmIOqH9ZO4OKSl4BL", "permissions": {"read": ["group:__world__"], "admin": ["acct:gma@hypothes.is"], "update": ["acct:gma@hypothes.is"], "delete": ["acct:gma@hypothes.is"]}}, {"updated": "2016-04-24T00:12:25.725539+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 10176, "start": 9932}, {"exact": "Collaborative completions, turns where a speakercompletes the utterance begun by the alter, weredetected by finding sentences for which the firstword of the speaker was extremely predictablefrom the last two words of the previous speaker", "prefix": "board corpus of dialog acts.", "type": "TextQuoteSelector", "suffix": ",based on a trigram grammar trai"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRFnDT7H9ZO4OKSl4BO", "html": "https://hypothes.is/a/AVRFnDT7H9ZO4OKSl4BO", "incontext": "https://hyp.is/AVRFnDT7H9ZO4OKSl4BO/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Really cool that NLP technology is able to do this! ", "created": "2016-04-24T00:12:25.725525+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:gma@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRFnDT7H9ZO4OKSl4BO", "permissions": {"read": ["group:__world__"], "admin": ["acct:gma@hypothes.is"], "update": ["acct:gma@hypothes.is"], "delete": ["acct:gma@hypothes.is"]}}, {"updated": "2016-04-24T00:20:47.336732+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 24087, "start": 23947}, {"exact": "For feature weight extraction we aggregated thefeature weights calculated from each of the testfolds by taking the mean between them.", "prefix": "methods likelogistic regression.", "type": "TextQuoteSelector", "suffix": "26 ResultsWe report in Table "}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRFo9xlH9ZO4OKSl4BU", "html": "https://hypothes.is/a/AVRFo9xlH9ZO4OKSl4BU", "incontext": "https://hyp.is/AVRFo9xlH9ZO4OKSl4BU/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Heads up - the majority of this article is incredibly dense and not useful/interesting to most readers! 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Our experi-ments were split by"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRKiH5PH9ZO4OKSl4rn", "html": "https://hypothes.is/a/AVRKiH5PH9ZO4OKSl4rn", "incontext": "https://hyp.is/AVRKiH5PH9ZO4OKSl4rn/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Interesting!", "created": "2016-04-24T23:08:59.856435+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:agraffy@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRKiH5PH9ZO4OKSl4rn", "permissions": {"read": ["group:__world__"], "admin": ["acct:agraffy@hypothes.is"], "update": ["acct:agraffy@hypothes.is"], "delete": ["acct:agraffy@hypothes.is"]}}, {"updated": "2016-04-25T18:36:04.409100+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 4424, "start": 4407}, {"exact": "SpeedDate Cor-pus", "prefix": "Our experiments make use of the ", "type": "TextQuoteSelector", "suffix": " collected by the third aut"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVROtPu5H9ZO4OKSl5ic", "html": "https://hypothes.is/a/AVROtPu5H9ZO4OKSl5ic", "incontext": "https://hyp.is/AVROtPu5H9ZO4OKSl5ic/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "it would also be interesting to look into social media platform dates such as tinder", "created": "2016-04-25T18:36:04.409088+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:lsilb@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVROtPu5H9ZO4OKSl5ic", "permissions": {"read": ["group:__world__"], "admin": ["acct:lsilb@hypothes.is"], "update": ["acct:lsilb@hypothes.is"], "delete": ["acct:lsilb@hypothes.is"]}}, {"updated": "2016-04-25T18:37:15.997307+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 25858, "start": 25613}, {"exact": "Men who say they are flirting ask more ques-tions, and use moreyouandwe. 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Prosodically they speak faster, withhigher pitch, but quieter (lower intensity min)", "prefix": "ized in thefollowing paragraphs:", "type": "TextQuoteSelector", "suffix": ".2We could not use the zero medi"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVROthNdH9ZO4OKSl5ik", "html": "https://hypothes.is/a/AVROthNdH9ZO4OKSl5ik", "incontext": "https://hyp.is/AVROthNdH9ZO4OKSl5ik/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "This is interesting, and pretty straightforward and logical", "created": "2016-04-25T18:37:15.997294+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:lsilb@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVROthNdH9ZO4OKSl5ik", "permissions": {"read": ["group:__world__"], "admin": ["acct:lsilb@hypothes.is"], "update": ["acct:lsilb@hypothes.is"], "delete": ["acct:lsilb@hypothes.is"]}}, {"updated": "2016-04-25T18:40:48.918424+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 7489, "start": 7359}, {"exact": "The features for a conversation side thus indicatewhether a speaker who talks a lot, laughs, is moredisfluent, has higher F0, etc.", "prefix": " are briefly summarized here.", "type": "TextQuoteSelector", "suffix": ", is more or less likelyto consi"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVROuVMWH9ZO4OKSl5iv", "html": "https://hypothes.is/a/AVROuVMWH9ZO4OKSl5iv", "incontext": "https://hyp.is/AVROuVMWH9ZO4OKSl5iv/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Are certain features not always subjective?", "created": "2016-04-25T18:40:48.918402+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:lsilb@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVROuVMWH9ZO4OKSl5iv", "permissions": {"read": ["group:__world__"], "admin": ["acct:lsilb@hypothes.is"], "update": ["acct:lsilb@hypothes.is"], "delete": ["acct:lsilb@hypothes.is"]}}, {"updated": "2016-04-25T22:58:53.640777+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 16480, "start": 16428}, {"exact": "p(vijh) =exp(biasi+Xjhjwij)Xk2Kexp(biask+Xjvjwkj)(1)", "prefix": " the activations foreach gender:", "type": "TextQuoteSelector", "suffix": "p(hjjv) =11 + exp(bias(j) +Xiviw"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRPpZpCH9ZO4OKSl50X", "html": "https://hypothes.is/a/AVRPpZpCH9ZO4OKSl50X", "incontext": "https://hyp.is/AVRPpZpCH9ZO4OKSl50X/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Scary", "created": "2016-04-25T22:58:53.640765+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:davidcao@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRPpZpCH9ZO4OKSl50X", "permissions": {"read": ["group:__world__"], "admin": ["acct:davidcao@hypothes.is"], "update": ["acct:davidcao@hypothes.is"], "delete": ["acct:davidcao@hypothes.is"]}}, {"updated": "2016-04-25T23:03:28.949532+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 13562, "start": 13477}, {"exact": "BACKCHANNELSnumber of backchannel utterances in side (Uh-huh.,Yeah.,Right.,Oh, okay.)", "prefix": "-250-30 autoencoder. 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Our Naive Bayespilot system performed above chance, suggestingthat lexical cues are indeed informative.A simple approach to including lexical fea-tures in our more general classification systemwould be to include the word counts in a high di-mensional feature vector with our other features.This method, unfortunately, would suffer fromthe well-known", "prefix": "GE SDstandard deviation from mea", "type": "TextQuoteSelector", "suffix": " high dimensionality/small tr"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRPqjGdH9ZO4OKSl51P", "html": "https://hypothes.is/a/AVRPqjGdH9ZO4OKSl51P", "incontext": "https://hyp.is/AVRPqjGdH9ZO4OKSl51P/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "lots of words", "created": "2016-04-25T23:03:54.531257+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:davidcao@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRPqjGdH9ZO4OKSl51P", "permissions": {"read": ["group:__world__"], "admin": ["acct:davidcao@hypothes.is"], "update": ["acct:davidcao@hypothes.is"], "delete": ["acct:davidcao@hypothes.is"]}}, {"updated": "2016-04-26T01:07:43.583174+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 3197, "start": 3023}, {"exact": " Our earlier work on this cor-pus showed that it is possible to detect whetherspeakers are perceived as flirtatious, awkward, orfriendly with reasonable accuracy", "prefix": "offlirtationin speed-dating. 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In th"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRQG41bH9ZO4OKSl6Gz", "html": "https://hypothes.is/a/AVRQG41bH9ZO4OKSl6Gz", "incontext": "https://hyp.is/AVRQG41bH9ZO4OKSl6Gz/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "So they have another paper on this topic", "created": "2016-04-26T01:07:43.583161+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:mulanhe@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRQG41bH9ZO4OKSl6Gz", "permissions": {"read": ["group:__world__"], "admin": ["acct:mulanhe@hypothes.is"], "update": ["acct:mulanhe@hypothes.is"], "delete": ["acct:mulanhe@hypothes.is"]}}, {"updated": "2016-04-26T01:13:50.260936+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 7838, "start": 7828}, {"exact": "F0 and RMS", "prefix": " or not.4.1 Prosodic Features", "type": "TextQuoteSelector", "suffix": " amplitude features were extract"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRQISW3H9ZO4OKSl6Hc", "html": "https://hypothes.is/a/AVRQISW3H9ZO4OKSl6Hc", "incontext": "https://hyp.is/AVRQISW3H9ZO4OKSl6Hc/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "What do these stand for?", "created": "2016-04-26T01:13:50.260925+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:mulanhe@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRQISW3H9ZO4OKSl6Hc", "permissions": {"read": ["group:__world__"], "admin": ["acct:mulanhe@hypothes.is"], "update": ["acct:mulanhe@hypothes.is"], "delete": ["acct:mulanhe@hypothes.is"]}}, {"updated": "2016-04-26T01:15:55.270800+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 10416, "start": 10411}, {"exact": " LIWC", "prefix": "ew our lexical features from the", "type": "TextQuoteSelector", "suffix": " lex-icons of Pennebaker et "}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRQIw4JH9ZO4OKSl6Hr", "html": "https://hypothes.is/a/AVRQIw4JH9ZO4OKSl6Hr", "incontext": "https://hyp.is/AVRQIw4JH9ZO4OKSl6Hr/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "What is LIWC?", "created": "2016-04-26T01:15:55.270752+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:mulanhe@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRQIw4JH9ZO4OKSl6Hr", "permissions": {"read": ["group:__world__"], "admin": ["acct:mulanhe@hypothes.is"], "update": ["acct:mulanhe@hypothes.is"], "delete": ["acct:mulanhe@hypothes.is"]}}, {"updated": "2016-04-26T01:16:57.509990+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 10716, "start": 10705}, {"exact": "Negemotion,", "prefix": ", Assent, In-gest, Insight, ", "type": "TextQuoteSelector", "suffix": " Sexual, Swear, I, We,andYou"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRQJAEjH9ZO4OKSl6H1", "html": "https://hypothes.is/a/AVRQJAEjH9ZO4OKSl6H1", "incontext": "https://hyp.is/AVRQJAEjH9ZO4OKSl6H1/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "I didn't even know this was a word.", "created": "2016-04-26T01:16:57.509977+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:mulanhe@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRQJAEjH9ZO4OKSl6H1", "permissions": {"read": ["group:__world__"], "admin": ["acct:mulanhe@hypothes.is"], "update": ["acct:mulanhe@hypothes.is"], "delete": ["acct:mulanhe@hypothes.is"]}}, {"updated": "2016-04-26T01:22:11.417975+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 12015, "start": 11913}, {"exact": "Our Naive Bayespilot system performed above chance, suggestingthat lexical cues are indeed informative", "prefix": "amounts of data (Rish, 2001). ", "type": "TextQuoteSelector", "suffix": ".A simple approach to includ"}]}], "links": {"json": "https://hypothes.is/api/annotations/AVRQKMtdH9ZO4OKSl6IU", "html": "https://hypothes.is/a/AVRQKMtdH9ZO4OKSl6IU", "incontext": "https://hyp.is/AVRQKMtdH9ZO4OKSl6IU/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "They probably could have explained how their Naive Bayes worked.", "created": "2016-04-26T01:22:11.417964+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "user": "acct:mulanhe@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRQKMtdH9ZO4OKSl6IU", "permissions": {"read": ["group:__world__"], "admin": ["acct:mulanhe@hypothes.is"], "update": ["acct:mulanhe@hypothes.is"], "delete": ["acct:mulanhe@hypothes.is"]}}, {"updated": "2016-04-26T01:28:09.267298+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "selector": [{"type": "TextPositionSelector", "end": 19333, "start": 19232}, {"exact": "A largenegative weight indicates the conversation focusedon the mundane details of grad student life.", "prefix": "r storytelling (live, wasn\u2019t). 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Since the social intentions of thespeaker may differ from what is perceivedby the hearer, systems that analyze humanconversations need to be able to extractboth the perceived and the intended socialmeaning. We investigate this differencebetween intention and perception by usinga spoken corpus of speed-dates in whichboth the speaker and the listener rated thespeaker on flirtatiousness. Our flirtation-detection system uses prosodic, dialogue,and lexical features to detect a speaker\u2019sintent to flirt with up to 71.5% accuracy,significantly outperforming the baseline,but also outperforming the human inter-locuters. Our system addresses lexical fea-ture sparsity given the small amount oftraining data by using an autoencoder net-work to map sparse lexical feature vectorsinto 30 compressed features. 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"http://localhost:5000/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVSAOHLMFtPwhMO7Dg0g", "html": "https://hypothes.is/a/AVSAOHLMFtPwhMO7Dg0g", "incontext": "https://hyp.is/AVSAODRKFtPwhMO7Dg0d/localhost:5000/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "nested loops mean loops within loops", "created": "2016-05-05T09:21:03.692820+00:00", "uri": "http://localhost:5000/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVSAODRKFtPwhMO7Dg0d"], "user": "acct:sumitz@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVSAOHLMFtPwhMO7Dg0g", "permissions": {"read": ["group:__world__"], "admin": ["acct:sumitz@hypothes.is"], "update": ["acct:sumitz@hypothes.is"], "delete": ["acct:sumitz@hypothes.is"]}}, {"updated": "2016-04-30T09:32:52.499137+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVRmg3eUFtPwhMO7Da4q", "html": "https://hypothes.is/a/AVRmg3eUFtPwhMO7Da4q", "incontext": "https://hyp.is/AVRF6DEXH9ZO4OKSl4Cu/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "is the best work", "created": "2016-04-30T09:32:52.499121+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVRF6DEXH9ZO4OKSl4Cu"], "user": "acct:Ronak@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRmg3eUFtPwhMO7Da4q", "permissions": {"read": ["group:__world__"], "admin": ["acct:Ronak@hypothes.is"], "update": ["acct:Ronak@hypothes.is"], "delete": ["acct:Ronak@hypothes.is"]}}, {"updated": "2016-04-29T22:51:19.973228+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVRkOB4mFtPwhMO7Dapl", "html": "https://hypothes.is/a/AVRkOB4mFtPwhMO7Dapl", "incontext": "https://hyp.is/AVRkN9rVFtPwhMO7Dapj/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "this makes a longer thread", "created": "2016-04-29T22:51:19.973213+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVRkN9rVFtPwhMO7Dapj", "AVRkN_t6FtPwhMO7Dapk"], "user": "acct:sumitz@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRkOB4mFtPwhMO7Dapl", "permissions": {"read": ["group:__world__"], "admin": ["acct:sumitz@hypothes.is"], "update": ["acct:sumitz@hypothes.is"], "delete": ["acct:sumitz@hypothes.is"]}}, {"updated": "2016-04-29T22:51:11.096789+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVRkN_t6FtPwhMO7Dapk", "html": "https://hypothes.is/a/AVRkN_t6FtPwhMO7Dapk", "incontext": "https://hyp.is/AVRkN9rVFtPwhMO7Dapj/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "this is a reply to a comment", "created": "2016-04-29T22:51:11.096773+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVRkN9rVFtPwhMO7Dapj"], "user": "acct:sumitz@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRkN_t6FtPwhMO7Dapk", "permissions": {"read": ["group:__world__"], "admin": ["acct:sumitz@hypothes.is"], "update": ["acct:sumitz@hypothes.is"], "delete": ["acct:sumitz@hypothes.is"]}}, {"updated": "2016-04-27T07:29:59.958708+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVRWn-SQFtPwhMO7DXmP", "html": "https://hypothes.is/a/AVRWn-SQFtPwhMO7DXmP", "incontext": "https://hyp.is/AVRPpZpCH9ZO4OKSl50X/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "tell me about it!", "created": "2016-04-27T07:29:59.958693+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVRPpZpCH9ZO4OKSl50X"], "user": "acct:sumitz@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRWn-SQFtPwhMO7DXmP", "permissions": {"read": ["group:__world__"], "admin": ["acct:sumitz@hypothes.is"], "update": ["acct:sumitz@hypothes.is"], "delete": ["acct:sumitz@hypothes.is"]}}, {"updated": "2016-04-26T01:36:34.741071+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVRQNfezH9ZO4OKSl6Jx", "html": "https://hypothes.is/a/AVRQNfezH9ZO4OKSl6Jx", "incontext": "https://hyp.is/AVRFprYQH9ZO4OKSl4BY/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Yeah, it seems unfortunate", "created": "2016-04-26T01:36:34.741054+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVRFprYQH9ZO4OKSl4BY"], "user": "acct:mulanhe@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRQNfezH9ZO4OKSl6Jx", "permissions": {"read": ["group:__world__"], "admin": ["acct:mulanhe@hypothes.is"], "update": ["acct:mulanhe@hypothes.is"], "delete": ["acct:mulanhe@hypothes.is"]}}, {"updated": "2016-04-24T23:10:11.495105+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVRKiZYjH9ZO4OKSl4rr", "html": "https://hypothes.is/a/AVRKiZYjH9ZO4OKSl4rr", "incontext": "https://hyp.is/AVRBHSMhH9ZO4OKSl3XZ/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Fascinating!", "created": "2016-04-24T23:10:11.495089+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVRBHSMhH9ZO4OKSl3XZ"], "user": "acct:agraffy@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRKiZYjH9ZO4OKSl4rr", "permissions": {"read": ["group:__world__"], "admin": ["acct:agraffy@hypothes.is"], "update": ["acct:agraffy@hypothes.is"], "delete": ["acct:agraffy@hypothes.is"]}}, {"updated": "2016-04-24T01:29:41.114855+00:00", "group": "__world__", "target": [{"source": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVRF4u_7H9ZO4OKSl4Ci", "html": "https://hypothes.is/a/AVRF4u_7H9ZO4OKSl4Ci", "incontext": "https://hyp.is/AVRFo9xlH9ZO4OKSl4BU/sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "Thanks for the heads up!", "created": "2016-04-24T01:29:41.114839+00:00", "uri": "http://sumitz.pythonanywhere.com/static/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVRFo9xlH9ZO4OKSl4BU"], "user": "acct:crowdworker11201@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVRF4u_7H9ZO4OKSl4Ci", "permissions": {"read": ["group:__world__"], "admin": ["acct:crowdworker11201@hypothes.is"], "update": ["acct:crowdworker11201@hypothes.is"], "delete": ["acct:crowdworker11201@hypothes.is"]}}, {"updated": "2016-02-05T05:07:25.429212+00:00", "group": "__world__", "target": 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"2016-02-03T15:05:15.306661+00:00", "group": "__world__", "target": [{"source": "http://pillar.frontendfactory.com/pdf.js-hypothes.is/viewer/web/compressed.tracemonkey-pldi-09.pdf"}], "links": {"json": "https://hypothes.is/api/annotations/AVKnqoEivTW_3w8Lys3Z", "html": "https://hypothes.is/a/AVKnqoEivTW_3w8Lys3Z", "incontext": "https://hyp.is/AVKnmZ6VvTW_3w8Lys2c/pillar.frontendfactory.com/pdf.js-hypothes.is/viewer/web/compressed.tracemonkey-pldi-09.pdf"}, "tags": [], "text": "\u0437\u0434\u0440\u0430\u0441\u0442\u0438\u0438\u0438\u0438", "created": "2016-02-03T15:05:15.306645+00:00", "uri": "http://pillar.frontendfactory.com/pdf.js-hypothes.is/viewer/web/compressed.tracemonkey-pldi-09.pdf", "flagged": false, "references": ["AVKnmZ6VvTW_3w8Lys2c"], "user": "acct:karaivanov87@hypothes.is", "hidden": false, "document": {"title": ["replacement prod.pdf"]}, "id": "AVKnqoEivTW_3w8Lys3Z", "permissions": {"read": ["group:__world__"], "admin": ["acct:karaivanov87@hypothes.is"], "update": 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