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train-eval-reranker.sh
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train-eval-reranker.sh
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#! /bin/sh
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.
# This script recompiles the reranker code, rebuilds the nbest trees
# and retrains and evaluates the reranker itself.
# You can change the flags below here
NBESTPARSERBASEDIR=first-stage
NBESTPARSERNICKNAME=ec
# NBESTPARSERBASEDIR=first-stage-Aug06
# NBESTPARSERNICKNAME=Aug06
FEATURESNICKNAME=spnn
FEATUREEXTRACTOR=second-stage/programs/features/extract-spfeatures
FEATUREEXTRACTORFLAGS="-l -c -i -s 5 -f $FEATURESNICKNAME"
ESTIMATOR=second-stage/programs/wlle/cvlm-lbfgs
ESTIMATORFLAGS=-l 1 -c 10 -F 1 -n -1 -p 2
ESTIMATORNICKNAME=lbfgs-l1c10F1n1p2
# ESTIMATOR=second-stage/programs/wlle/cvlm
# ESTIMATORFLAGS="-l 1 -c0 10 -Pyx_factor 1 -debug 10 -ns -1"
# ESTIMATORNICKNAME=cvlm-l1c10P1
# ESTIMATOR=second-stage/programs/wlle/cvlm-owlqn
# ESTIMATORFLAGS="-l 1 -c 10 -F 1 -d 10 -n -1 -p 1 -t 1e-7"
# ESTIMATORNICKNAME=owlqn-l1c10P1p1t1e-7
# ESTIMATOR=second-stage/programs/wlle/avper
# ESTIMATORFLAGS="-n 10 -d 0 -F 1 -N 10"
# ESTIMATORNICKNAME=avper
# ESTIMATOR=second-stage/programs/wlle/gavper
# ESTIMATORFLAGS="-a -n 10 -d 10 -F 1 -m 999999"
# ESTIMATORNICKNAME=gavper
###############################################################################
#
# You shouldn't need to change anything below here
#
FLAGS="NBESTPARSERBASEDIR=$NBESTPARSERBASEDIR NBESTPARSERNICKNAME=$NBESTPARSERNICKNAME FEATUREEXTRACTOR=$FEATUREEXTRACTOR FEATURESNICKNAME=$FEATURESNICKNAME ESTIMATOR=$ESTIMATOR ESTIMATORNICKNAME=$ESTIMATORNICKNAME"
# echo make clean $FLAGS
# make clean
echo
echo make reranker $FLAGS
make reranker $FLAGS
echo
echo rm -fr tmp
rm -fr tmp
echo
echo make -j 8 nbesttrain $FLAGS
make -j 8 nbesttrain $FLAGS
# The nonfinal version trains on sections 2-19, uses sections 20-21 as dev,
# section 22 as test1 and 24 as test2 (this is the "Collins' split")
#
echo
echo make eval-reranker VERSION=nonfinal $FLAGS FEATUREEXTRACTORFLAGS="$FEATUREEXTRACTORFLAGS" ESTIMATORFLAGS="$ESTIMATORFLAGS"
make eval-reranker VERSION=nonfinal $FLAGS FEATUREEXTRACTORFLAGS="$FEATUREEXTRACTORFLAGS" ESTIMATORFLAGS="$ESTIMATORFLAGS"
# The final version trains on sections 2-21, uses section 24 as dev,
# section 22 as test1 and section 23 as test2 (this is the standard PARSEVAL split)
#
echo
echo make eval-reranker VERSION=final $FLAGS FEATUREEXTRACTORFLAGS="$FEATUREEXTRACTORFLAGS" ESTIMATORFLAGS="$ESTIMATORFLAGS"
make eval-reranker VERSION=final $FLAGS FEATUREEXTRACTORFLAGS="$FEATUREEXTRACTORFLAGS" ESTIMATORFLAGS="$ESTIMATORFLAGS"
# You may want to do this for fun
#
echo
echo make nbest-oracle $FLAGS FEATUREEXTRACTORFLAGS="$FEATUREEXTRACTORFLAGS" ESTIMATORFLAGS="$ESTIMATORFLAGS"
make nbest-oracle $FLAGS FEATUREEXTRACTORFLAGS="$FEATUREEXTRACTORFLAGS" ESTIMATORFLAGS="$ESTIMATORFLAGS"