Applications and libraries/Linguistics
Categories: Theoretical foundations
Contents |
1 Portals and other huge resorces
Peter Ljunglöf's many publications on natural language processing, parsing, formal semantics. Many of them uses Haskell, and there are downloadable Haskell sources too.
Jan van Eijck's page contains a huge amount of materials on logic and language:
- computational linguistics
- logics (e.g. dynamic epistemic modelling)
There are many Haskell resources, too.
2 Tools and libraries
- Cypher is one of the first software program available which generates the metadata representation of natural language input. Cypher produces RDF graph and SeRQL query representations of sentences, clauses, phrases and questions. The Cypher framework provides a set of robust definition languages, which can be used to extend and create grammars and lexicons. Cypher programming is fun to learn and easy to use, and the specifications are designed to allow a novice to quickly and easily build transcoders for processing highly complex sentences and phrases of any natural language, and to cover any vocabulary
- GenI is a surface realiser for Tree Adjoining Grammars. Surface realisation can be seen as the last stage in a natural language generation pipeline. GenI in particular takes an FB-LTAG grammar and an input semantics (a conjunction of first order terms), and produces the set of sentences associated to the input semantics by the grammar. See also Eric Kow's recent publications on it.
- Grammatical Framework (GF) is a compiler and grammatical programming environment written entirely in Haskell, with an interactive interpreter and two GUI interfaces, one written in Fudgets and another written in Java. GF grammars are written in a subset of Haskell and compile into an internal GF format that may be used as embedded parsers in Haskell, parsers in Java (with an embedded Java interpreter gfc2java.jar) and subsequently converted to applets (Gramlets). (GF-Haskell to Java translation is performed through an Open Agent Architecture--the original .NET, see GF OAA.) The GF grammatical formalism handles linguistic entities (morphemes, etc.) using type theory: an approach especially suited to machine translation of controlled natural languages. The Grammar Resource Library, a set of basic grammars for Danish, English, Finnish, French, German, Italian, Norwegian, Russian, Spanish and Swedish, is available as a separate download. GF has been used to translate a fragment of C code to JVM (see GFCC (PDF document)).
- Functional Morphology - a toolkit for morphology development. Has been used for Swedish, Spanish, Urdu and more.
- HWordNet - A Haskell interface to WordNet by Hal Daumé III.
- Saxophone is a fun translator from German to the Saxon dialect. It is part of the ParallelWeb project which aims at translating Web pages including all of their links.
3 Natural language processing and combinatory logic
Combinatory logic contributed to develop powerful theories in linguistics..
3.1 Applicative universal grammar
Now it has got its own HaskellWiki page.
3.2 Categorial grammar
A general summary of modern semantic theories developed in the century is provided by Logical Aspects of Computational Linguistics: an introduction.
Gary Hardegree's portal-rich page provides a lot of materials on logic and linguistics, among them
- The Axiomatic Theory of Truth grasping concepts like truth, quotations, paradoxes, liar's paradox
- Courses ranging from the introductory level to developed topics, e.g. Basic Categorial Grammar.
The Combinatory Categorial Grammar Site contains links, papers (both introductory and developed) and software (OpenNLP open source projects, related to natural language processing, and OpenCCG)
On natural languages relating to combinatory logic, see also
- Mark Steedman's Does Grammar Make Use of Bound Variables?
- Mark Hepple: The Grammar and Processing of Order and Dependency: a Categorial Approach
3.3 Type-Logical Grammar
Matteo Capelletti's home page contains a parser based on the Non-associative Lambek calculus. It supports hypothetical reasoning and Montague style semantics.
3.4 Tree Adjoining Grammar
- See GenI, mentioned above.
4 Game theoretic semantics
Game theoretic semantics presents an interesting concept of truth -- in another way than that of Tarski. Its connections to computer science and computer languages is described in Wikipedia's Game semantics article. Merlijn Sevenster's Game theoretical semantics and -logic is a good introductory material too.
Chiaki Ohkura's The Semantics of Metaphor in the Game Theoretic Semantics with at Least Two Coordination Equilibria article tries to catch the concept of metaphor.
4.1 Relatedness to linear logic
The Wikipedia article mentions also the relatedness of game theoretic semantics to linear logic. Philip Wadler's page on linear logic describes the topic and its relatedness to many concepts concerning Haskell. A taste of linear logic can serve as an introductory article.
5 Parsing natural languages
Gordon J. Pace: Monadic Compositional Parsing with Context Using Maltese as a Case Study, see its context too.
6 Other functional or Haskell-related approaches to linguistics
- A Survey on the Use of Haskell in Natural-Language Processing (Report by Richard A. Frost). It is also a part of Haskell Communities and Activities Report, Eleventh edition – November 30, 2006.
- From Aarne Ranta's homepage
- Natural Language Technology, with (among others) online course slides. They give huge insights, for example, see the slide example which discusses the concept of dependent type and Curry Howard isomorphism in lingustical context.
- The Zen Computational Linguistics Toolkit has tools for efficiently processing linguistic data structures, like trees and automata. It's written in Literate O'Caml, though a Haskell port shouldn't be very hard to do.
- The natural language processing blog written by Hal Daume III.
7 Other linguistics-related resources
Dr. Günter Neumann's homepage.
8 Specific topics
8.1 Lojban
Lojban, an artificial language (see a separate HaskellWiki page on it with references.) “Lojban was not designed primarily to be an international language, however, but rather as a linguistic tool for studying and understanding language. Its linguistic and computer applications make Lojban unique among international languages...” (NC:WhLoj, page 15 par 1)
8.2 Continuations in natural languages
Some phenomena in natural languages can be grasped with the notion of continuation. For details, see Chris Barker's paper Continuations in Natural Language. It is quite accessible to non-linguists.
9 References
- barker2004cnl
- Barker, Chris: Continuations in Natural Language (pdf), 2004
- nicholas2003wl
- Nicholas, Nick and Cowan, John (ed.): What is Lojban? Logical Language Group, 2003. Available also online.
- frost2006rnl
- Frost, Richard: Realization of natural language interfaces using lazy functional programming (pdf), 2006