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site title: Sayan Ghosh

Our opinion (on Thursday 27 August 2026 2:05:51 UTC):

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description=Sayan Ghosh s website.;
keywords= natural language processing, machine learning, LLM evaluation, computational linguistics, pragmatics, sociolinguistics, network theory, bias and fairness, deep learning, computer science ;
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sayan, ghosh, research,

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and (6), the (6), interested (3), #research (3), usc (3), information (3), from (2), nlp (2), email (2), ghoshsay (2), edu (2), llm (2), distributions (2), phd (2), candidate (2), advised (2), was (2), university (2), sayan (2), ghosh (2), this, website, adapted, gregory, gunderson, always, willing, help, advise, undergrad, masters, students, you, are, collaborating, please, driven, exciting, potential, llms, transformative, applications, these, days, very, characterizing, behaviors, analyzing, their, longform, text, outputs, test, time, scaling, finding, out, whether, can, better, control, trade, off, between, peaky, induced, alignment, wilder, untamed, learnt, base, models, evaluation, here, current, find, google, scholar, currently, xiang, ren, engineer, studied, math, computer, science, where, fortunate, worked, several, projects, areas, ranging, pragmatics, sociolinguistics, network, theory, bias, fairness, joyce, chai, david, jurgens, michigan, asapp, previously, southern, california, herbert, simon, rich, world, wealth, means, dearth, something, else, scarcity, whatever, that, consumes, blog, publications, home,


Text of the page (random words):
sayan ghosh home publications blog in an information rich world the wealth of information means a dearth of something else a scarcity of whatever it is that information consumes herbert simon sayan ghosh phd candidate university of southern california i am currently a phd candidate at usc nlp advised by xiang ren previously i was a research engineer at asapp i studied math and computer science at the university of michigan where i was fortunate to be advised by david jurgens and joyce chai i worked on several projects in areas ranging from pragmatics sociolinguistics network theory and bias fairness find me on x google scholar here is my current cv email ghoshsay usc edu research i am driven by the exciting potential of llms in transformative applications these days i am very interested in llm evaluation characterizing llm behaviors by analyzing their longform text outputs test time scaling and finding out whether we can better control the trade off between the peaky distributions induced by alignment and the wilder untamed distributions learnt by base models i am always willing to help and advise undergrad or masters students interested in nlp research if you are interested in collaborating please email me at ghoshsay usc edu this website is adapted from gregory gunderson
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