Course in Linguistische Informatik
General Information
| Lecturer | Dr. Thomas Eckart |
| Lab Advisor | Dr. Christian Kahmann |
| Workload | 2 SWS Lecture, 2 SWS Lab |
| Lecture | Monday, 13:15 - 14:45, HS 12 |
| Lab | Monday, 15:15 - 16:45, starting 17.04.2023, HS 12 |
| Lecturenotes and lab material | via Moodle |
| Exam | Written Exam; Date: Wednesday 26.07.2023 12:30 - 13:30 Room: HS 9 |
| 2nd Exam | Written Exam; Date: Wednesday 25.10.2023 9:00 - 10:00 Room: HS 8 |
Lecturenotes
- Lecture 1: Organisation
- Lecture 2: Linguistic Levels & Terminology
- Lecture 3: Words, Preprocessing, Morphology
- Lecture 4: Word Classes
- Lecture 5: Intro Syntax
- Lecture 6: Syntax (RegEx, CFG)
- Lecture 7: Corpus Linguistics
- Lecture 8: Representation Models for Text - Part 1
- Lecture 9: Application: Keywords
- Lecture 10: Bayes Theorem & Language Models
- Lecture 11: Sequence Labeling & HMMs
- Lecture 12: Similarity Measures
- Lecture 13: Semantics
- Lecture 14: Cooccurrences
- Lecture 15: Embeddings
Lab Sessions
- Lab Session 1: Introduction & Python Crashcourse
- Lab Session 2: NLTK, Synthetic Text
- Lab Session 3: Morphology
- Lab Session 4: PSG
- Lab Session 5: Zipf's Law & Language Detection
- Lab Session 6: TF-IDF & Keyword Extraction
- Lab Session 7: Naive Bayes & Cooccurrences
- Lab Session 8: Language Models
- Lab Session 9: Semantics