This project aims to enable people to converse with their devices. We are trying to teach devices to engage with humans using human language in ways that appear seamless and natural to humans. Our research focuses on statistical methods by…
I am a Principal Researcher in Microsoft Research, where I manage the Natural Language Processing group. My undergraduate degree is from UC Berkeley, and my Ph.D. is from UCLA Linguistics . I joined MSR in 1992, and most of my work since then has focused on semantic processing.
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, and we’ve done some interesting work in this area . 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.
Established: May 9, 2008
The Microsoft Research ESL Assistant is a web service that provides correction suggestions for typical ESL (English as a Second Language) errors. Such errors include, for example, the choice of determiners (the/a) and the choice…
Established: January 18, 2002
The principal focus of the Natural Language Processing group is to build a machine translation system that automatically learns translation mappings from bilingual corpora. <h1>Overview</h1> Machine Translation (MT) project at Microsoft Research is focused on creating MT systems and technologies…
Established: December 19, 2001
Overview MindNet is a knowledge representation project that uses our broad-coverage parser to build semantic networks from dictionaries, encyclopedias, and free text. MindNets are produced by a fully automatic process that takes the input text, sentence-breaks it, parses each sentence…
Using Contextual Speller Techniques and Language Modeling for ESL Error Correction. Proceedings of IJCNLP, Hyderabad, India.Michael Gamon, Jianfeng Gao, Chris Brockett, Alexander Klementiev, William Dolan, Dmitriy Belenko, Lucy Vanderwende, Bill Dolan, Asia Federation of Natural Language Processing, January 1, 2008,
June 6, 2008
Danyel Fisher, Douglas Downey, Chris Quirk, Scott Drellishak, Kelly O'Hara, Emily M. Bender, Sumit Basu, Matthew Hurst, Arnd Christian König, Michael Gamon, Chris Brockett, Dmitriy Belenko, Bill Dolan, Jianfeng Gao, and Lucy Vanderwende