Equipe de recherche ATOLL
Tools for Natural Language Processing
Project-team ATOLL was formed by people with strong competences in Parsing, essentially acquired in the context of Programming Language Compilation. This competence is now applied to Natural Language Processing(NLP), mainly in its parsing aspects but evolving toward more semantic aspects. Besides promising industrial applications, this domain of research also offers many scientific problems that may benefit from a strong formal and algorithmic approach.
In our exploration of fundamental parsing techniques, we focus on the use of tabular techniques, almost mandatory to efficiently handle the ambiguities inherent in any human language. The genericity of our techniques is also an asset because of the large diversity of grammatical formalisms. We also explore more recent and important issues related to robustness. We validate these techniques through the development of two prototype environments (SYNTAX and DyALog) that may be used for building and running parsers.
However, a parser is only one component of a linguistic processing chain that requires other tools and also linguistic resources like lexicons. Besides interesting software engineering issues, designing and running such a chain raises questions about the availability and reusability of linguistic resources. These observations motivate our interest about the standardization, distribution and exploitation of linguistic resources. In particular, we explore how the production cost of some linguistic resources could be reduced by using automatic or semi-automatic acquisition methods, possibly based on parsing corpora with our parsers.
Obviously, such an approach is also an opportunity to test ATOLL's tools on a larger scale. We also believe that the use of well-designed tools for linguists can speed up the hand-crafting of linguistic resources, as we try to promote with Meta-Grammars, a level of abstraction above grammars allowing easier linguistic descriptions.
From a wider point of view, the acquisition of linguistic resources share some common aspects with the extraction of information from corpora or documents, a rapidly growing domain of research and applications. Indeed, the huge development of the World Wide Web and the recent emergence of the notion of Semantic WEB plead for accessing information rather than simply accessing raw documents. As a consequence, tools are needed for extracting information from documents.
The diversity of the tools and resources needed to process natural language overcomes the capacities of project-team ATOLL. Therefore, we favor partnerships for reusing existing tools and resources or for developing new ones in common. An important issue, related to these cooperations and also very present in the NLP community, concerns the standardization and reusability of these tools and resources.
While marginal within ATOLL but nevertheless related to better accessing linguistic resources and tools, a reflexion is led by Bernard Lang on the issues of free access to scientific and technical resources, issues whose scientific, economical, and political interest becomes more and more visible.
est arrêtée depuis le 31/08/2007
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