Introduces the theory and practice of natural language processing (NLP)--the creation of computer programs that can understand, generate, and learn natural language. Introduces the three major subfields of NLP: syntax (the structure of a sentence); semantics (the explicit meaning of a single sentence); and pragmatics (the implicit meaning of a sentence when it is used in a specific discourse). Projects focus on the techniques useful for a particular application area, alternating in different years. Project application areas include information extraction, narrative understanding, sentiment analysis, dialogue systems, and question answering. (Formerly CMPS 143.)
8 terms
Other grades
University of California, Santa Cruz
CSE 143 at UCSC: average GPA 3.76 across 630 students. Grade distribution by term. Introduces the theory and practice of natural language processing (NLP)--the…
Average GPA: 3.76
Grade distribution records: 630 students across 8 terms.
| Grade | Students | Percent |
|---|---|---|
| A+ | 73 | 11.6% |
| A | 329 | 52.2% |
| A- | 94 | 14.9% |
| B+ | 26 | 4.1% |
| B | 25 | 4.0% |
| B- | 20 | 3.2% |
| C+ | 5 | 0.8% |
| C | 10 | 1.6% |
| C- | 1 | 0.2% |
| F | 3 | 0.5% |
| P | 20 | 3.2% |
| NP | 4 | 0.6% |
| S | 3 | 0.5% |
| U | 1 | 0.2% |
| W | 16 | 2.5% |
Based on 630 student grade records across 8 terms and 4 professors.
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