The schedule for August/September/October 2017 is available here: https://se.timeedit.net/web/lu/db1/lth1/. Use the course schedule or lässchema links and enter EDAN20 to view the course schedule.
The first lecture will be held on August 28, 2017, 15-17. The lecture room is MA 3
The course takes place in the HT1 “study period.”
You can register to a laboratory group here: https://sam.cs.lth.se/LabsSelectSession?occasionId=499
The course introduces theories and techniques of natural language processing and language technology. It attempts to cover the whole field from speech recognition and synthesis to semantics and dialogue.
It focuses on industrial or laboratory applications, such as document retrieval on the Internet, information extraction, conversational agents, and verbal interaction in virtual worlds. Fundamental algorithms will be described using Python.
- An overview of language processing: presentation of language processing, applications, disciplines of linguistic, examples
- Corpus and word processing: regular expressions, automata, an introduction to Python, concordances, tokenization, counting words, collocations
- Morphology and part-of-speech tagging: morphology, transducers, part-of-speech tagging,
- Prolog to write phrase-structure grammars: constituents, trees, using Prolog to do natural language analysis, DCG rules, variables, getting the syntactic structure, compositional analysis to get the semantic structure.
- Syntactic formalisms: constituency and dependency, chart parsing, statistical parsing, functions, dependency parsing.
- Semantics: formal semantics, lambda-calculus, compositionality: nouns, verbs, determiners, words and meaning, lexical semantics, case grammars, semantic grammars
- Discourse and dialogue: discourse and rhetoric, anaphora, structure, RST, dialogue: automata, pairs, speech acts, multimodality.
- Overview of speech synthesis and speech recognition
Students can also use the first edition from 2006,An Introduction to Language Processing with Perl and Prolog. The electronic version is available for free: [pdf]. You need to be logged from Lund University accounts to have a free copy. The paper version of the first edition costs 25 euros: [html].
Ges: Läsperiod HT1
Kontaktperson: Pierre Nugues
Förkunskapskrav: Se kursplanen.
OBS! Kursen ges på engelska