diff --git a/spacy/syntax/_parse_features.pyx b/spacy/syntax/_parse_features.pyx
index 2cdedfb6f..715863d2c 100644
--- a/spacy/syntax/_parse_features.pyx
+++ b/spacy/syntax/_parse_features.pyx
@@ -296,151 +296,3 @@ trigrams = (
     (N0W, N0p, N0lL, N0l2L),
     (N0p, N0lL, N0l2L),
 )
- 
-
-arc_eager = (
-    (S0w, S0p),
-    (S0w,),
-    (S0p,),
-    (N0w, N0p),
-    (N0w,),
-    (N0p,),
-    (N1w, N1p),
-    (N1w,),
-    (N1p,),
-    (N2w, N2p),
-    (N2w,),
-    (N2p,),
-    (S0w, S0p, N0w, N0p),
-    (S0w, S0p, N0w),
-    (S0w, N0w, N0p),
-    (S0w, S0p, N0p),
-    (S0p, N0w, N0p),
-    (S0w, N0w),
-    (S0p, N0p),
-    (N0p, N1p),
-    (N0p, N1p, N2p),
-    (S0p, N0p, N1p),
-    (S1p, S0p, N0p),
-    (S0p, S0lp, N0p),
-    (S0p, S0rp, N0p),
-    (S0p, N0p, N0lp),
-    (dist, S0w),
-    (dist, S0p),
-    (dist, N0w),
-    (dist, N0p),
-    (dist, S0w, N0w),
-    (dist, S0p, N0p),
-    (S0w, S0rv),
-    (S0p, S0rv),
-    (S0w, S0lv),
-    (S0p, S0lv),
-    (N0w, N0lv),
-    (N0p, N0lv),
-    (S1w,),
-    (S1p,),
-    (S0lw,),
-    (S0lp,),
-    (S0rw,),
-    (S0rp,),
-    (N0lw,),
-    (N0lp,),
-    (S2w,),
-    (S2p,),
-    (S0l2w,),
-    (S0l2p,),
-    (S0r2w,),
-    (S0r2p,),
-    (N0l2w,),
-    (N0l2p,),
-    (S0p, S0lp, S0l2p),
-    (S0p, S0rp, S0r2p),
-    (S0p, S1p, S2p),
-    (N0p, N0lp, N0l2p),
-    (S0L,),
-    (S0lL,),
-    (S0rL,),
-    (N0lL,),
-    (S1L,),
-    (S0l2L,),
-    (S0r2L,),
-    (N0l2L,),
-    (S0w, S0rL, S0r2L),
-    (S0p, S0rL, S0r2L),
-    (S0w, S0lL, S0l2L),
-    (S0p, S0lL, S0l2L),
-    (N0w, N0lL, N0l2L),
-    (N0p, N0lL, N0l2L),
-)
-
-
-label_sets = (
-   (S0w, S0lL, S0l2L),
-   (S0p, S0rL, S0r2L),
-   (S0p, S0lL, S0l2L),
-   (S0p, S0rL, S0r2L),
-   (N0w, N0lL, N0l2L),
-   (N0p, N0lL, N0l2L),
-)
-
-extra_labels = (
-    (S0p, S0lL, S0lp),
-    (S0p, S0lL, S0l2L),
-    (S0p, S0rL, S0rp),
-    (S0p, S0rL, S0r2L),
-    (S0p, S0lL, S0rL),
-    (S1p, S0L, S0rL),
-    (S1p, S0L, S0lL),
-)
-
-
-# Koo et al (2008) dependency features, using Brown clusters.
-clusters = (
-    # Koo et al have (head, child) --- we have S0, N0 for both.
-    (S0c4, N0c4),
-    (S0c6, N0c6),
-    (S0c, N0c),
-    (S0p, N0c4),
-    (S0p, N0c6),
-    (S0p, N0c),
-    (S0c4, N0p),
-    (S0c6, N0p),
-    (S0c, N0p),
-    # Siblings --- right arc
-    (S0c4, S0rc4, N0c4),
-    (S0c6, S0rc6, N0c6),
-    (S0p, S0rc4, N0c4),
-    (S0c4, S0rp, N0c4),
-    (S0c4, S0rc4, N0p),
-    # Siblings --- left arc
-    (S0c4, N0lc4, N0c4),
-    (S0c6, N0c6, N0c6),
-    (S0c4, N0lc4, N0p),
-    (S0c4, N0lp, N0c4),
-    (S0p, N0lc4, N0c4),
-    # Grand-child, right-arc
-    (S1c4, S0c4, N0c4),
-    (S1c6, S0c6, N0c6),
-    (S1p, S0c4, N0c4),
-    (S1c4, S0p, N0c4),
-    (S1c4, S0c4, N0p),
-    # Grand-child, left-arc
-    (S0lc4, S0c4, N0c4),
-    (S0lc6, S0c6, N0c6),
-    (S0lp, S0c4, N0c4),
-    (S0lc4, S0p, N0c4),
-    (S0lc4, S0c4, N0p)
-)
-
-
-hasty = s0_n0 + n0_n1 + trigrams
-
-
-def pos_bigrams():
-    kernels = [S2w, S1w, S0w, S0lw, S0rw, N0w, N0lw, N1w]
-    bitags = []
-    for t1, t2 in combinations(kernels, 2):
-        feat = (t1 + 1, t2 + 1)
-        bitags.append(feat)
-    print "Adding %d bitags" % len(bitags)
-    return tuple(bitags)
diff --git a/spacy/syntax/parser.pyx b/spacy/syntax/parser.pyx
index a7c2d5121..c262d01dd 100644
--- a/spacy/syntax/parser.pyx
+++ b/spacy/syntax/parser.pyx
@@ -58,9 +58,7 @@ cdef unicode print_state(State* s, list words):
 
 def get_templates(name):
     pf = _parse_features
-    if name == 'zhang':
-        return pf.arc_eager
-    elif name == 'ner':
+    if name == 'ner':
         return pf.ner
     elif name == 'debug':
         return pf.unigrams