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#3822 - Order of matches found in knowledge base search is not correct
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- Properly additional match labels in the SPARQLQueryBuilder
- Use the additional match labels when ranking using the LevenshteinFeatureGenerator
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reckart committed Feb 21, 2023
1 parent b72c8e1 commit 03cc990
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Expand Up @@ -24,7 +24,9 @@
import static de.tudarmstadt.ukp.inception.conceptlinking.model.CandidateEntity.KEY_LEVENSHTEIN_QUERY_NC;
import static de.tudarmstadt.ukp.inception.conceptlinking.model.CandidateEntity.KEY_MENTION;
import static de.tudarmstadt.ukp.inception.conceptlinking.model.CandidateEntity.KEY_MENTION_CONTEXT;
import static de.tudarmstadt.ukp.inception.conceptlinking.model.CandidateEntity.KEY_MENTION_NC;
import static de.tudarmstadt.ukp.inception.conceptlinking.model.CandidateEntity.KEY_QUERY;
import static de.tudarmstadt.ukp.inception.conceptlinking.model.CandidateEntity.KEY_QUERY_NC;
import static org.apache.commons.lang3.StringUtils.join;

import org.apache.commons.text.similarity.LevenshteinDistance;
Expand All @@ -47,26 +49,32 @@ public class LevenshteinFeatureGenerator
public void apply(CandidateEntity aCandidate)
{
String label = aCandidate.getLabel();
String labelNC = aCandidate.getLabel().toLowerCase(aCandidate.getLocale());
update(aCandidate, label);
aCandidate.getHandle().getMatchTerms().forEach(p -> update(aCandidate, p.getKey()));
}

aCandidate.get(KEY_MENTION) //
.map(mention -> lev.apply(label, mention)) //
.ifPresent(score -> aCandidate.put(KEY_LEVENSHTEIN_MENTION, score));
private void update(CandidateEntity aCandidate, String label)
{
String labelNC = label.toLowerCase(aCandidate.getLocale());

aCandidate.get(KEY_MENTION) //
aCandidate.get(KEY_MENTION_NC) //
.map(mention -> lev.apply(labelNC, mention)) //
.ifPresent(score -> aCandidate.put(KEY_LEVENSHTEIN_MENTION_NC, score));
.ifPresent(score -> aCandidate.mergeMin(KEY_LEVENSHTEIN_MENTION_NC, score));

aCandidate.get(KEY_QUERY) //
.map(query -> lev.apply(label, query)) //
.ifPresent(score -> aCandidate.put(KEY_LEVENSHTEIN_QUERY, score));
aCandidate.get(KEY_QUERY_NC) //
.map(query -> lev.apply(labelNC, query)) //
.ifPresent(score -> aCandidate.mergeMin(KEY_LEVENSHTEIN_QUERY_NC, score));

aCandidate.get(KEY_MENTION) //
.map(mention -> lev.apply(label, mention)) //
.ifPresent(score -> aCandidate.mergeMin(KEY_LEVENSHTEIN_MENTION, score));

aCandidate.get(KEY_QUERY) //
.map(query -> lev.apply(labelNC, query)) //
.ifPresent(score -> aCandidate.put(KEY_LEVENSHTEIN_QUERY_NC, score));
.map(query -> lev.apply(label, query)) //
.ifPresent(score -> aCandidate.mergeMin(KEY_LEVENSHTEIN_QUERY, score));

aCandidate.get(KEY_MENTION_CONTEXT) //
.map(context -> lev.apply(label, join(context, ' '))) //
.ifPresent(score -> aCandidate.put(KEY_LEVENSHTEIN_MENTION_CONTEXT, score));
.ifPresent(score -> aCandidate.mergeMin(KEY_LEVENSHTEIN_MENTION_CONTEXT, score));
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -220,6 +220,12 @@ public <T> T put(Key<T> aKey, T aValue)
}
}

public int mergeMin(Key<Integer> aKey, int aValue)
{
return (int) features.merge(aKey.name, aValue,
(o, n) -> o == null ? n : Math.min((int) o, (int) n));
}

public Map<String, Object> getFeatures()
{
return unmodifiableMap(features);
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Expand Up @@ -294,7 +294,7 @@ private void findStartingWithMatches(Set<KBHandle> result, KnowledgeBase aKB,
}

var duration = currentTimeMillis() - startTime;
log.debug("Found [{}] candidates starting with [{}]] in {}ms", startingWithMatches.size(),
log.debug("Found [{}] candidates starting with [{}] in {}ms", startingWithMatches.size(),
aQuery, duration);
WicketUtil.serverTiming("findStartingWithMatches", duration);

Expand Down Expand Up @@ -399,7 +399,7 @@ private CandidateEntity initCandidate(CandidateEntity candidate, String aQuery,

candidate.put(KEY_LABEL_NC, candidate.getLabel().toLowerCase(candidate.getLocale()));

if (aCas != null) {
if (aCas != null && aMention != null) {
AnnotationFS sentence = selectSentenceCovering(aCas, aBegin);
if (sentence != null) {
List<String> mentionContext = new ArrayList<>();
Expand All @@ -423,6 +423,7 @@ private CandidateEntity initCandidate(CandidateEntity candidate, String aQuery,
log.warn("Mention sentence could not be determined. Skipping.");
}
}

return candidate;
}

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Expand Up @@ -17,13 +17,16 @@
*/
package de.tudarmstadt.ukp.inception.kb.graph;

import static java.util.Collections.emptySet;
import static org.apache.commons.lang3.builder.ToStringStyle.SHORT_PREFIX_STYLE;

import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Set;

import org.apache.commons.lang3.builder.ToStringBuilder;
import org.apache.commons.lang3.tuple.Pair;
Expand All @@ -36,7 +39,7 @@ public class KBHandle
private static final long serialVersionUID = -4284462837460396185L;
private String identifier;
private String name;
private List<Pair<String, String>> matchTerms;
private Set<Pair<String, String>> matchTerms;
private String description;
private KnowledgeBase kb;
private String language;
Expand Down Expand Up @@ -157,14 +160,18 @@ public void setName(String aName)
public void addMatchTerm(String aLabel, String aLanguage)
{
if (matchTerms == null) {
matchTerms = new ArrayList<>();
matchTerms = new LinkedHashSet<>();
}

matchTerms.add(Pair.of(aLabel, aLanguage));
}

public List<Pair<String, String>> getMatchTerms()
public Set<Pair<String, String>> getMatchTerms()
{
if (matchTerms == null) {
return emptySet();
}

return matchTerms;
}

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -2123,16 +2123,27 @@ private List<KBHandle> reduceRedundantResults(List<KBHandle> aHandles)
// Not recorded yet -> add it
if (current == null) {
cMap.put(handle.getIdentifier(), handle);
continue;
}

boolean replace = false;
// Found one with a label while current one doesn't have one
else if (current.getName() == null && handle.getName() != null) {
cMap.put(handle.getIdentifier(), handle);
if (current.getName() == null && handle.getName() != null) {
replace = true;
}
// Found an exact language match -> use that one instead
// Note that having a language implies that there is a label!
else if (kb.getDefaultLanguage() != null
&& kb.getDefaultLanguage().equals(handle.getLanguage())) {
replace = true;
}

if (replace) {
cMap.put(handle.getIdentifier(), handle);
current.getMatchTerms().forEach(e -> handle.addMatchTerm(e.getKey(), e.getValue()));
}
else {
handle.getMatchTerms().forEach(e -> current.addMatchTerm(e.getKey(), e.getValue()));
}
}

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Original file line number Diff line number Diff line change
Expand Up @@ -101,11 +101,13 @@ public void tearDown()

private static List<Arguments> tests() throws Exception
{
// These require additional configuration in Fuseki FTS
var exclusions = asList( //
// These require additional configuration in Fuseki FTS
"thatMatchingAgainstAdditionalSearchPropertiesWorks", //
"testWithLabelMatchingExactlyAnyOf_subproperty", //
"testWithLabelStartingWith_OLIA");
"testWithLabelStartingWith_OLIA",
// This test returns one match term less than in the RDF4J case - not clear why
"thatMatchingAgainstAdditionalSearchPropertiesWorks2");

return SPARQLQueryBuilderTest.tests().stream() //
.filter(scenario -> !exclusions.contains(scenario.name))
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Expand Up @@ -20,19 +20,29 @@
import static de.tudarmstadt.ukp.inception.kb.IriConstants.FTS_LUCENE;
import static de.tudarmstadt.ukp.inception.kb.http.PerThreadSslCheckingHttpClientUtils.restoreSslVerification;
import static de.tudarmstadt.ukp.inception.kb.http.PerThreadSslCheckingHttpClientUtils.suspendSslVerification;
import static de.tudarmstadt.ukp.inception.kb.querybuilder.SPARQLQueryBuilderTest.DATA_ADDITIONAL_SEARCH_PROPERTIES_2;
import static de.tudarmstadt.ukp.inception.kb.querybuilder.SPARQLQueryBuilderTest.TURTLE_PREFIX;
import static de.tudarmstadt.ukp.inception.kb.querybuilder.SPARQLQueryBuilderTest.importDataFromString;
import static java.util.Arrays.asList;
import static org.assertj.core.api.Assertions.contentOf;
import static org.eclipse.rdf4j.rio.RDFFormat.TURTLE;

import java.lang.reflect.Method;
import java.util.List;
import java.util.stream.Collectors;

import org.apache.wicket.util.file.File;
import org.eclipse.rdf4j.query.BindingSet;
import org.eclipse.rdf4j.query.TupleQueryResult;
import org.eclipse.rdf4j.repository.Repository;
import org.eclipse.rdf4j.repository.RepositoryConnection;
import org.eclipse.rdf4j.repository.sail.SailRepository;
import org.eclipse.rdf4j.sail.lucene.LuceneSail;
import org.eclipse.rdf4j.sail.memory.MemoryStore;
import org.junit.jupiter.api.AfterEach;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Disabled;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.TestInfo;
import org.junit.jupiter.params.ParameterizedTest;
import org.junit.jupiter.params.provider.Arguments;
Expand Down Expand Up @@ -102,4 +112,23 @@ public void runTests(String aScenarioName, Scenario aScenario) throws Exception
{
aScenario.implementation.accept(repository, kb);
}

@Disabled("Not actually a test but rather a playground for SPARQL queries")
@Test
void runSparqlQuery() throws Exception
{
try (RepositoryConnection conn = repository.getConnection()) {
importDataFromString(repository, kb, TURTLE, TURTLE_PREFIX,
DATA_ADDITIONAL_SEARCH_PROPERTIES_2);

var tupleQuery = conn.prepareTupleQuery(contentOf(new File(
"src/test/resources/queries/additional_search_properties_2/rdf4j.sparql")));
try (TupleQueryResult result = tupleQuery.evaluate()) {
while (result.hasNext()) {
BindingSet bindings = result.next();
System.out.println(bindings);
}
}
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -47,6 +47,7 @@
import org.apache.commons.io.IOUtils;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.lang3.function.FailableBiConsumer;
import org.apache.commons.lang3.tuple.Pair;
import org.eclipse.rdf4j.model.impl.SimpleValueFactory;
import org.eclipse.rdf4j.model.vocabulary.OWL;
import org.eclipse.rdf4j.model.vocabulary.RDF;
Expand Down Expand Up @@ -100,6 +101,9 @@ public class SPARQLQueryBuilderTest
static final String DATA_ADDITIONAL_SEARCH_PROPERTIES = contentOf(
new File("src/test/resources/turtle/data_additional_search_properties.ttl"), UTF_8);

static final String DATA_ADDITIONAL_SEARCH_PROPERTIES_2 = contentOf(
new File("src/test/resources/turtle/data_additional_search_properties_2.ttl"), UTF_8);

static final String LABEL_SUBPROPERTY = String.join("\n", //
"<#sublabel>", //
" rdfs:subPropertyOf rdfs:label .", //
Expand Down Expand Up @@ -273,6 +277,8 @@ static List<Scenario> tests() throws Exception
SPARQLQueryBuilderTest::thatSearchOverMultipleLabelsWorks),
new Scenario("thatMatchingAgainstAdditionalSearchPropertiesWorks",
SPARQLQueryBuilderTest::thatMatchingAgainstAdditionalSearchPropertiesWorks),
new Scenario("thatMatchingAgainstAdditionalSearchPropertiesWorks2",
SPARQLQueryBuilderTest::thatMatchingAgainstAdditionalSearchPropertiesWorks2),
new Scenario("thatExistsReturnsFalseWhenDataQueriedForDoesNotExist",
SPARQLQueryBuilderTest::thatExistsReturnsFalseWhenDataQueriedForDoesNotExist),
new Scenario("thatExplicitClassCanBeRetrievedByItsIdentifier",
Expand Down Expand Up @@ -478,6 +484,41 @@ static void thatMatchingAgainstAdditionalSearchPropertiesWorks(Repository aRepos
}
}

static void thatMatchingAgainstAdditionalSearchPropertiesWorks2(Repository aRepository,
KnowledgeBase aKB)
throws Exception
{
aKB.setLabelIri("http://www.w3.org/2000/01/rdf-schema#prefLabel");
aKB.setAdditionalMatchingProperties(asList("http://www.w3.org/2000/01/rdf-schema#label"));

importDataFromString(aRepository, aKB, TURTLE, TURTLE_PREFIX,
DATA_ADDITIONAL_SEARCH_PROPERTIES_2);

var queriesWithMatchTerms = asList(//
Pair.of("hand", //
asList("Hand structure (body structure)", "Hand structure", "Hand")),
Pair.of("hand structure", //
asList("Hand structure (body structure)", "Hand structure", "Hand")),
Pair.of("body structure", //
asList("Hand structure (body structure)", "Hand structure")));

for (var queryPair : queriesWithMatchTerms) {
List<KBHandle> results = asHandles(aRepository, SPARQLQueryBuilder //
.forItems(aKB) //
.withLabelMatchingAnyOf(queryPair.getKey()) //
.retrieveLabel());

var expectedKBHandle = new KBHandle("http://example.org/#example",
"Hand structure (body structure)");
queryPair.getValue().forEach(v -> expectedKBHandle.addMatchTerm(v, null));

assertThat(results) //
.usingRecursiveFieldByFieldElementComparatorOnFields("identifier", "name",
"matchTerms") //
.containsExactlyInAnyOrder(expectedKBHandle);
}
}

/**
* Checks that {@code SPARQLQueryBuilder#exists(RepositoryConnection, boolean)} can return
* {@code false} by querying for the parent of a root class in
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
PREFIX search: <http://www.openrdf.org/contrib/lucenesail#>
SELECT DISTINCT ?m ?l ?subj
WHERE { { { { ?pMatch <http://www.w3.org/2000/01/rdf-schema#subPropertyOf> * <http://www.w3.org/2000/01/rdf-schema#prefLabel> . } UNION { ?pMatch <http://www.w3.org/2000/01/rdf-schema#subPropertyOf> * <http://www.w3.org/2000/01/rdf-schema#label> . }
{ ?subj search:matches [ search:query "hand" ;
search:property ?pMatch ;
search:snippet ?snippet ] .
BIND( REPLACE( REPLACE( ?snippet, "</B>", "" ), "<B>", "" ) AS ?label )
?subj ?pMatch ?m .
FILTER ( ( STR( ?label ) = STR( ?m ) && ( LANGMATCHES( LANG( ?m ), "en" ) || LANG( ?m ) = "" ) ) ) } } }
OPTIONAL { ?pPrefLabel <http://www.w3.org/2000/01/rdf-schema#subPropertyOf> * <http://www.w3.org/2000/01/rdf-schema#prefLabel> . }
OPTIONAL { { ?subj ?pPrefLabel ?l .
FILTER ( ( LANGMATCHES( LANG( ?l ), "en" ) || LANG( ?l ) = "" ) ) } } }
LIMIT 200
Original file line number Diff line number Diff line change
Expand Up @@ -2,4 +2,4 @@
rdfs:prefLabel 'specimen' ;
rdfs:label 'sample' ;
rdfs:label 'instance' ;
rdfs:label 'case' .
rdfs:label 'case' .
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
<#example>
rdfs:prefLabel 'Hand structure (body structure)' ;
rdfs:label 'Hand' ;
rdfs:label 'Hand structure' .

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