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A fundamental research interest has been “the paraphrase problem”: when do superficially dissimilar strings of words convey essentially the same meaning?
On its way to an extended mission at Saturn, the Cassini probe on Friday makes its closest rendezvous with Saturn’s dark moon Phoebe.
The Cassini spacecraft, which is en route to Saturn, is about to make a close pass of the ringed planet’s mysterious moon Phoebe.
Learning to identify and generate such alternations is key to developing applications that appear to understand human language. I have also been active in helping establishing the Recognizing Textual Entailment challenges , which address a closely related problem. In addition, I’ve worked extensively on Machine Translation, managing the Microsoft Translator team from its inception until 2011.
Most recently, my work has focused on modeling language “grounded” or “situated” in the real world:
Learning dialog models that tie linguistic utterances to specific changes in machine state
Linking crowdsourced natural language descriptions to visual objects and actions
I’m particularly interested in imbuing machines with the linguistic means to react to environmental changes, and in allowing humans to alter the state of the world (real or virtual) with language.
On its way to an extended mission at Saturn, the Cassini probe on Friday makes its closest rendezvous with Saturn’s dark moon Phoebe.
The Cassini spacecraft, which is en route to Saturn, is about to make a close pass of the ringed planet’s mysterious moon Phoebe.
Learning to identify and generate such alternations is key to developing applications that appear to understand human language. I have also been active in helping establishing the Recognizing Textual Entailment challenges , which address a closely related problem. In addition, I’ve worked extensively on Machine Translation, managing the Microsoft Translator team from its inception until 2011.
Most recently, my work has focused on modeling language “grounded” or “situated” in the real world:
Learning dialog models that tie linguistic utterances to specific changes in machine state
Linking crowdsourced natural language descriptions to visual objects and actions
I’m particularly interested in imbuing machines with the linguistic means to react to environmental changes, and in allowing humans to alter the state of the world (real or virtual) with language.
研究兴趣
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CoRR (2023)
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Ryan Volum,Sudha Rao, Michael Xu,Gabriel DesGarennes,Chris Brockett,Benjamin Van Durme,Olivia Deng,Akanksha Malhotra,Bill Dolan
Proceedings of the 3rd Wordplay: When Language Meets Games Workshop (Wordplay 2022) (2022)
user-5f8411ab4c775e9685ff56d3(2021)
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arxiv(2021)
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