AD Teaching Wiki:

Results for Exercise Sheet 2 (Ranking)

These results should be based on the file movies.test-benchmark.tsv. Click "Edit (Text)" in the upper bar of this page and add your row to the table below, following the examples already there. Please write down all values with exactly two digits of precision. In the first column, write your account name, or name1+name2 if you work in a group.

Name

MP@3

MP@R

MAP

BM25 Parameters

Refinements

pb1042

0.67

0.67

0.68

b=0.2, k=0.8

None (baseline)

mi81-mk1357

0.83

0.77

0.75

b=0, k=0

queries changed

hc63

0.83

0.74

0.63

b=0, k=0

Query changes

ar479-ss1736

0.83

0.71

0.70

b=0.04, k=0.7

None (baseline)

ew98

0.77

0.71

0.70

b=0.1, k=0.2

Query changes

tl109

0.72

0.69

0.67

b=0.01, k=0.22

Random search for parameters, hardcoded some simple English grammar rules (actually hurt the performance)

bw63

0.77

0.70

0.70

b=0, k=0

Trying to interpret context (.01 diffrence :D)

ls720

0.83

0.71

0.69

b=0, k=0.71

None (baseline)

sr463

0.61

0.51

0.5

b=0, k=0

Remove most common words from query - reduced performance

oa49

0.77

0.70

0.69

b=0, k=0

None (baseline)

tb305

0.56

0.37

0.36

b=0, k=1.75

results with words together boosted

mb925

0.77

0.63

0.67

b=0.048, k=0.011

minor query change + nevergrad for b, k

kk486

0.79

0.72

0.7

b=0, k=1

Query change

jm408-ms946

0.67

0.66

0.68

b=0.18, k=0.5

None (baseline)

ak482

0.77

0.7

0.69

b=1 k=0

None (baseline)

pm187

0.77

0.70

0.69

b=0 k=0

None (baseline)

sw540

0.78

0.71

0.69

b=0.56, k=0

pso for optimizing b and k, remove stop words in keywords using a dictionary

ie15

0.83

0.69

0.69

b=0.11, k=0.23

query changes and giving more popular movies a bonus factor

AD Teaching Wiki: InformationRetrievalWS1920/ResultsES2 (last edited 2019-11-04 21:55:32 by p50915927)