ContextFeatures
ContextFeaturesET
EEVector
ETVector
EventVector
PairVector
TimexVector
Vector

This module is responsible for creating the vectors that are input to the
mallet trainer and classifier.

If input is created for the classifier then it looks like

   wsj_0006.tml-ei80-ei81 None e1-asp=NONE e1-class=ASPECTUAL e1-epos=None
   e1-mod=NONE e1-pol=POS e1-stem=None e1-str=complete e1-tag=EVENT
   e1-ten=PRESENT e2-asp=NONE e2-class=OCCURRENCE e2-epos=None e2-mod=NONE
   e2-pol=POS e2-stem=None e2-str=transaction e2-tag=EVENT e2-ten=NONE shAsp=0
   shTen=1

If input is created for model building then it looks like

   wsj_0006.tml-ei80-ei81 ENDS e1-asp=NONE e1-class=ASPECTUAL e1-epos=None
   e1-mod=NONE e1-pol=POS e1-stem=None e1-str=complete e1-tag=EVENT
   e1-ten=PRESENT e2-asp=NONE e2-class=OCCURRENCE e2-epos=None e2-mod=NONE
   e2-pol=POS e2-stem=None e2-str=transaction e2-tag=EVENT e2-ten=NONE shAsp=0
   shTen=1

The only difference is in the second column (no relation versus a relation).

Inherits from: object

Implements the code to retrieve the context features of two vectors in
the same sentence.

Inherits from: ContextFeatures

Implements the code to retrieve the context features of two vectors in
the same sentence.

Public Functions

__init__(self, tarsqidoc, v1, v2)

Private Functions

_set_feature_ORDER(self)
Binary feature depending on the order of the event and timex.

_set_feature_SIGNAL(self)
The intervening preposition.

Inherits from: PairVector

Class responsible for creating the vector between two events. Uses the
vector of each event and adds extra features. The result looks like:

   wsj_0006.tml-ei80-ei81 UNKNOWN e1-asp=NONE e1-cls=ASPECTUAL
   e1-epos=None e1-mod=NONE e1-pol=POS e1-stem=None e1-str=complete
   e1-tag=EVENT e1-ten=PRESENT e2-asp=NONE e2-cls=OCCURRENCE e2-epos=None
   e2-mod=NONE e2-pol=POS e2-stem=None e2-str=transaction e2-tag=EVENT
   e2-ten=NONE shAsp=0 shTen=1

Public Functions

__init__(self, tarsqidoc, event_vector1, event_vector2)

Inherits from: PairVector

Class responsible for creating the vector between an event and a
time. Uses the event and time vectors and adds extra features. The result
looks like:

   NYT19980402.0453.tml-ei2264-t61 IS_INCLUDED e-asp=NONE e-cls=OCCURRENCE
   e-epos=None e-mod=NONE e-pol=POS e-stem=None e-str=created e-tag=EVENT
   e-ten=PAST t-str=Tuesday t-tag=TIMEX3 t-type=DATE t-value=1998-03-31
   order=et sig=on

Public Functions

__init__(self, tarsqidoc, event_vector, timex_vector)

Inherits from: Vector

Implements a vector with internal features of the event tag.

Public Functions

__init__(self, tarsqidoc, sentence, event)

get_value(self, attr)

is_event_vector(self)

Inherits from: Vector

Public Functions

__init__(self, tarsqidoc, prefix1, vector1, prefix2, vector2)
Initialize a pair vector from two object vectors by setting an
identifier and by adding the features of the object vectors.

__str__(self)

Private Functions

_get_filename(self)

_inherit_object_features(self)
Copy the features from the object vectors.

_set_identifier(self)

Inherits from: Vector

Implements a vector with internal features of the timex tag.

Public Functions

__init__(self, tarsqidoc, sentence, timex)

get_value(self, attr)

is_timex_vector(self)

Inherits from: object

abbreviate(attr)
Abbreviate the feature name, but abbreviate only the part without the
prefix (which can be e-, t-, e1- or e2-).

collect_tarsqidoc_vectors(tarsqidoc)
Collect vectors for the TarsqiDocument.

create_tarsqidoc_vectors(tarsqidoc, ee_file, et_file)
Create vectors for the TarsqiDocument and write them to two files.

make_vector(tarsqidoc, s, tag)
Factory nethod to create a vector for an event tag or timex tag.

write_vectors(ee_file, ee_vectors, et_file, et_vectors)
Write the vectors to files.