diff --git a/meilidb-core/examples/from_file.rs b/meilidb-core/examples/from_file.rs
index 49f1f2657..2ed5e5b9f 100644
--- a/meilidb-core/examples/from_file.rs
+++ b/meilidb-core/examples/from_file.rs
@@ -217,7 +217,11 @@ fn display_highlights(text: &str, ranges: &[usize]) -> io::Result<()> {
             _ => unreachable!(),
         };
         if highlighted {
-            stdout.set_color(ColorSpec::new().set_fg(Some(Color::Yellow)))?;
+            stdout.set_color(
+                ColorSpec::new()
+                    .set_fg(Some(Color::Yellow))
+                    .set_underline(true),
+            )?;
         }
         write!(&mut stdout, "{}", &text[start..end])?;
         stdout.reset()?;
diff --git a/meilidb-core/src/query_builder.rs b/meilidb-core/src/query_builder.rs
index 04301c574..42a292c6f 100644
--- a/meilidb-core/src/query_builder.rs
+++ b/meilidb-core/src/query_builder.rs
@@ -1,9 +1,9 @@
 use hashbrown::HashMap;
 use std::convert::TryFrom;
-use std::mem;
 use std::ops::Range;
 use std::rc::Rc;
 use std::time::{Duration, Instant};
+use std::{cmp, mem};
 
 use fst::{IntoStreamer, Streamer};
 use sdset::SetBuf;
@@ -178,7 +178,7 @@ fn fetch_raw_documents(
                 let distance = dfa.eval(input).to_u8();
                 let is_exact = *is_exact && distance == 0 && input.len() == *query_len;
 
-                let covered_area = if query.len() > input.len() {
+                let covered_area = if *query_len > input.len() {
                     input.len()
                 } else {
                     prefix_damerau_levenshtein(query.as_bytes(), input).1
@@ -202,10 +202,13 @@ fn fetch_raw_documents(
                             is_exact,
                         };
 
+                        let covered_area = u16::try_from(covered_area).unwrap_or(u16::max_value());
+                        let covered_area = cmp::min(covered_area, di.char_length);
+
                         let highlight = Highlight {
                             attribute: di.attribute,
                             char_index: di.char_index,
-                            char_length: u16::try_from(covered_area).unwrap_or(u16::max_value()),
+                            char_length: covered_area,
                         };
 
                         tmp_matches.push((di.document_id, id, match_, highlight));
diff --git a/meilidb-core/src/raw_indexer.rs b/meilidb-core/src/raw_indexer.rs
index 3e0f212f7..f4304a33a 100644
--- a/meilidb-core/src/raw_indexer.rs
+++ b/meilidb-core/src/raw_indexer.rs
@@ -133,30 +133,20 @@ fn index_token(
                     .or_insert_with(Vec::new)
                     .push(docindex);
                 docs_words.entry(id).or_insert_with(Vec::new).push(word);
-            }
-            None => return false,
-        }
 
-        if !lower.contains(is_cjk) {
-            let unidecoded = deunicode_with_tofu(&lower, "");
-            if unidecoded != lower && !unidecoded.is_empty() {
-                let token = Token {
-                    word: &unidecoded,
-                    ..token
-                };
-
-                match token_to_docindex(id, attr, token) {
-                    Some(docindex) => {
-                        let word = Vec::from(token.word);
+                if !lower.contains(is_cjk) {
+                    let unidecoded = deunicode_with_tofu(&lower, "");
+                    if unidecoded != lower && !unidecoded.is_empty() {
+                        let word = Vec::from(unidecoded);
                         words_doc_indexes
                             .entry(word.clone())
                             .or_insert_with(Vec::new)
                             .push(docindex);
                         docs_words.entry(id).or_insert_with(Vec::new).push(word);
                     }
-                    None => return false,
                 }
             }
+            None => return false,
         }
     }