diff --git a/models/dt.joblib b/models/dt.joblib
index 04cc2a9..fd5969f 100644
Binary files a/models/dt.joblib and b/models/dt.joblib differ
diff --git a/pdftext/inference.py b/pdftext/inference.py
index a2575bd..446ce83 100644
--- a/pdftext/inference.py
+++ b/pdftext/inference.py
@@ -123,13 +123,13 @@ def infer_single_page(text_chars):
             prediction = yield training_row
             if prediction == 0:
                 pass
-            elif prev_char["char"] == "\n" or prediction == 2: # Look for newline character as a forcing signal for a new line
+            elif prediction == 2 and prev_char["char"] in LINE_BREAKS:
                 span = update_span(line, span)
                 line = update_line(block, line)
-            elif prediction == 3:
+                block = update_block(blocks, block)
+            elif prev_char["char"] in LINE_BREAKS and prediction == 1: # Look for newline character as a forcing signal for a new line
                 span = update_span(line, span)
                 line = update_line(block, line)
-                block = update_block(blocks, block)
             elif prev_font_info != font_info:
                 span = update_span(line, span)
 
diff --git a/pdftext/pdf/utils.py b/pdftext/pdf/utils.py
index acf8aee..cf77483 100644
--- a/pdftext/pdf/utils.py
+++ b/pdftext/pdf/utils.py
@@ -4,7 +4,7 @@
 
 from pdftext.settings import settings
 
-LINE_BREAKS = ["\n", "\u000D", "\u000A", "\u000C"]
+LINE_BREAKS = ["\n", "\u000D", "\u000A"]
 TABS = ["\t", "\u0009", "\x09"]
 SPACES = [" ", "\ufffe", "\uFEFF", "\xa0"]
 WHITESPACE_CHARS = ["\n", "\r", "\f", "\t", " "]
diff --git a/pdftext/postprocessing.py b/pdftext/postprocessing.py
index 8854e33..b7505b6 100644
--- a/pdftext/postprocessing.py
+++ b/pdftext/postprocessing.py
@@ -19,11 +19,11 @@
 
 
 def postprocess_text(text: str) -> str:
+    for old, new in REPLACEMENTS.items():
+        text = text.replace(old, new)
     text = replace_special_chars(text)
     text = replace_control_chars(text)
     text = replace_ligatures(text)
-    for old, new in REPLACEMENTS.items():
-        text = text.replace(old, new)
     return text