Processing of natural languages: where is work being done?

AI Thread Summary
A second-semester student at the Indian Institute of Technology, Kanpur, is exploring the intersection of AI, machine learning, and natural language processing. The student has a project background in pattern recognition and is interested in developing a model that captures the complexities of natural language, focusing on the ambiguity in semantics and pragmatics. This model aims to enhance machine processing of natural language, particularly for semantic search applications. The student seeks guidance on identifying professors or departments with expertise in these areas, noting difficulty in finding relevant research interests among faculty lists. Another participant mentions Idilia as a company working in this field, indicating potential opportunities for collaboration or insight.
loom91
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Hi,

I'm a 2nd semester student in the Indian Institute of Technology, Kanpur. My fields of interest are AI, particularly machine learning, pattern recognition etc. I have done a project on pattern recognition in the Indian Statistical Institute, Kolkata.

I've some ideas about constructing a model of how natural languages (particularly in written form) represent and convey meaning, without making artificial distinctions between semantics and pragmatics and without discarding the level of ambiguity that is inherent (even essential) to our communication and even our cognition. I feel that tools from different fields of computer science and mathematics can be combined to quantify these ambiguous structures. Such a model can be useful to facilitate machine processing of natural language texts, like in semantic search. I want to work on a project regarding this during my 3 months summer vacation.

Can you tell me about professors who have worked on a related topic/departments which are known for working in related fields? I'm looking at the faculty lists of renowned Computer Science and Mathematics departments, but so far I haven't found anyone whose research interests seem to be in this direction, so a little nod in the right direction will be greatly appreciated. Thank you.

Molu
 
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Any help?
 
I know Idilia does this, just had an interview with them.
 
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