diff --git a/internal/postgres/symbolsearch/query.gen.go b/internal/postgres/symbolsearch/query.gen.go
index da10984..b360aab 100644
--- a/internal/postgres/symbolsearch/query.gen.go
+++ b/internal/postgres/symbolsearch/query.gen.go
@@ -185,7 +185,7 @@
 const queryMatchingSymbolIDsSymbol = `
 		SELECT id
 		FROM symbol_names
-		WHERE tsv_name_tokens @@ to_tsquery('symbols', quote_literal(replace($1, '_', '-'))) OR lower(name) = lower($1)`
+		WHERE lower(name) = lower($1)`
 
 // queryMatchingSymbolIDsPackageDotSymbol is used to find the matching symbol
 // ids when the SearchType is SearchTypePackageDotSymbol.
@@ -206,4 +206,4 @@
 const queryMatchingSymbolIDsMultiWordExact = `
 		SELECT id
 		FROM symbol_names
-		WHERE tsv_name_tokens @@ to_tsquery('symbols', quote_literal(replace($1, '_', '-'))) OR lower(name) = lower($1)`
+		WHERE lower(name) = lower($1)`
diff --git a/internal/postgres/symbolsearch/symbolsearch.go b/internal/postgres/symbolsearch/symbolsearch.go
index 08d086d..5a428c3 100644
--- a/internal/postgres/symbolsearch/symbolsearch.go
+++ b/internal/postgres/symbolsearch/symbolsearch.go
@@ -115,13 +115,13 @@
 	switch st {
 	case SearchTypeSymbol, SearchTypeMultiWordExact:
 		// When $1 is the full symbol name, either <symbol> or
-		// <type>.<methodOrField>, match on both the identifier name
-		// and just the field or method name.
-		// For example, "Begin" will return "DB.Begin".
+		// <type>.<methodOrField>, match on just the identifier name.
 		//
-		// tsv_name_tokens does a bad job of indexing symbol names with
-		// multiple "_", so also do an exact match search.
-		filter = fmt.Sprintf(`tsv_name_tokens @@ %s OR lower(name) = lower($1)`, toTSQuery("$1"))
+		// Matching on just <field> and <method> is too slow at the moment (can
+		// take several seconds to return results), but we
+		// might want to add support for that later. For example, searching for
+		// "Begin" should return "DB.Begin".
+		filter = `lower(name) = lower($1)`
 	case SearchTypePackageDotSymbol:
 		// When $1 is either <package>.<symbol> OR
 		// <package>.<type>.<methodOrField>, only match on the exact
diff --git a/internal/postgres/symbolsearch_test.go b/internal/postgres/symbolsearch_test.go
index 7777a2a..0eb9004 100644
--- a/internal/postgres/symbolsearch_test.go
+++ b/internal/postgres/symbolsearch_test.go
@@ -55,11 +55,15 @@
 			q:    sample.Variable.Name,
 			want: checkResult(sample.Variable.SymbolMeta),
 		},
-		{
-			name: "test search by <methodName>",
-			q:    "Method",
-			want: checkResult(sample.Method),
-		},
+		/*
+			TODO(golang/go#44142): Add support for searching just by field or
+			method name.
+			{
+				name: "test search by <methodName>",
+				q:    "Method",
+				want: checkResult(sample.Method),
+			},
+		*/
 		{
 			name: "test search by <package>.<type>.<methodName>",
 			q:    "foo.Type.Method",
diff --git a/tests/search/scripts/symbolsearch.txt b/tests/search/scripts/symbolsearch.txt
index df912f6..7d206a4 100644
--- a/tests/search/scripts/symbolsearch.txt
+++ b/tests/search/scripts/symbolsearch.txt
@@ -13,10 +13,6 @@
 
 Prefer symbols by popularity, then alphabetically, Add
 Add
-Float.Add math/big
-Int.Add math/big
-Rat.Add math/big
-Registry.Add github.com/go-openapi/strfmt
 Add math/bits
 
 Prefer symbols by package path, then symbol name
@@ -31,21 +27,15 @@
 Writer compress/zlib
 Writer encoding/csv
 Writer io
-Logger.Writer log
 Writer log
 
 Search for package path element and symbol.
 math Add
-Float.Add math/big
-Int.Add math/big
-Rat.Add math/big
 Add math/bits
 
 Search for package path element with slash and symbol.
-math/big Add
-Float.Add math/big
-Int.Add math/big
-Rat.Add math/big
+math/big Float
+Float math/big
 
 Search for <package path>.<symbol>.
 math/big.Float