Name		Name	Last commit message	Last commit date
Latest commit History 417 Commits
2019 @ c406e9b		2019 @ c406e9b
baseline_pred		baseline_pred
cipher		cipher
contextual-analysis-baseline @ 7cb4bf6		contextual-analysis-baseline @ 7cb4bf6
experiments/baseline-1		experiments/baseline-1
models		models
shk		shk
wraps		wraps
.gitignore		.gitignore
.gitmodules		.gitmodules
CHARLES-MALTA-01-2.zip		CHARLES-MALTA-01-2.zip
README.md		README.md
action_vs_label.py		action_vs_label.py
analyze_proj_iters.py		analyze_proj_iters.py
annot_lemming_uddir.sh		annot_lemming_uddir.sh
basic_evaluator.py		basic_evaluator.py
bkup_sge_test_anlz.sh		bkup_sge_test_anlz.sh
check_tb_w_spaces.py		check_tb_w_spaces.py
conllu_to_txt.py		conllu_to_txt.py
copy_files_thesis.sh		copy_files_thesis.sh
cp_models_ufal.sh		cp_models_ufal.sh
cp_neural_decoded_t2.sh		cp_neural_decoded_t2.sh
cp_pred_files_anlz.sh		cp_pred_files_anlz.sh
data_utils.py		data_utils.py
debug_lem_mrt.sh		debug_lem_mrt.sh
debug_sge_anlz.sh		debug_sge_anlz.sh
debug_sge_ens.sh		debug_sge_ens.sh
debug_sge_sgm.sh		debug_sge_sgm.sh
debug_sgm_mrt.sh		debug_sgm_mrt.sh
dev.vocab		dev.vocab
download_dicts.sh		download_dicts.sh
dump_e-lem_vec.py		dump_e-lem_vec.py
dump_feat_vocab.py		dump_feat_vocab.py
dump_segm_emb.py		dump_segm_emb.py
edist_bpe.py		edist_bpe.py
emb_neigb_table.ods		emb_neigb_table.ods
environment.yml		environment.yml
error_analysis_old.py		error_analysis_old.py
eval-task2-lemming.csv		eval-task2-lemming.csv
eval-task2-neural.csv		eval-task2-neural.csv
eval_exps_sigm.py		eval_exps_sigm.py
eval_grained_f1_conllu.py		eval_grained_f1_conllu.py
eval_grained_f1_conllu.sh		eval_grained_f1_conllu.sh
eval_lemming.sh		eval_lemming.sh
eval_task2.py		eval_task2.py
evaluate_2019_task2.py		evaluate_2019_task2.py
extract_pos_data.py		extract_pos_data.py
fine-seq_op-agr-fwbw_op-emb-finetuned.log		fine-seq_op-agr-fwbw_op-emb-finetuned.log
fine-seq_op-agr-fwbw_op-emb-frozen.log		fine-seq_op-agr-fwbw_op-emb-frozen.log
ft_mono_queries.py		ft_mono_queries.py
gen_sent_lvl_op_seqs.py		gen_sent_lvl_op_seqs.py
gen_uddir_iso-ud_mapper.py		gen_uddir_iso-ud_mapper.py
get_stats_t2.sh		get_stats_t2.sh
get_weighted_coocrr_bselines.py		get_weighted_coocrr_bselines.py
import_ud.sh		import_ud.sh
iso_ud_mapper.sh		iso_ud_mapper.sh
label_dictionary.py		label_dictionary.py
lem_error_analysis.py		lem_error_analysis.py
lem_query_emb.py		lem_query_emb.py
loader_multi.py		loader_multi.py
local_get_wgt_coocrr.sh		local_get_wgt_coocrr.sh
local_train_lem.sh		local_train_lem.sh
log_rnd-search-anlz.txt		log_rnd-search-anlz.txt
metrics_vs_num_ops.py		metrics_vs_num_ops.py
model_analizer.py		model_analizer.py
model_analizer_bundle.py		model_analizer_bundle.py
model_analizer_seq.py		model_analizer_seq.py
model_lemmatizer.py		model_lemmatizer.py
monitor_anlz_train.sh		monitor_anlz_train.sh
morph-env-linux.yaml		morph-env-linux.yaml
mrt_alphas.pickle		mrt_alphas.pickle
mrt_ssizes.pickle		mrt_ssizes.pickle
mrt_temps.pickle		mrt_temps.pickle
multi_ling_conf.json		multi_ling_conf.json
my_flags.py		my_flags.py
notes		notes
op_typeins.py		op_typeins.py
order_tabres-anlz.py		order_tabres-anlz.py
order_tabres.py		order_tabres.py
plot_acc_nops.py		plot_acc_nops.py
plot_mrt_alpha.py		plot_mrt_alpha.py
plot_mrt_ssize.py		plot_mrt_ssize.py
plot_mrt_temps.py		plot_mrt_temps.py
project_emb.sh		project_emb.sh
random_search.py		random_search.py
random_search_anlz.py		random_search_anlz.py
reformat_dicts.py		reformat_dicts.py
reformat_emb_viz.sh		reformat_emb_viz.sh
reformat_submission.sh		reformat_submission.sh
run_analizer.py		run_analizer.py
run_edist_all_task2.py		run_edist_all_task2.py
run_edistbpe.py		run_edistbpe.py
run_lemmatizer.py		run_lemmatizer.py
running_cp.sh		running_cp.sh
sanity_check_tests.py		sanity_check_tests.py
sge_annot_lem_uddir.sh		sge_annot_lem_uddir.sh
sge_coocurr.sh		sge_coocurr.sh
sge_emb_multi.sh		sge_emb_multi.sh
sge_eval_lemming.sh		sge_eval_lemming.sh
sge_lemming.sh		sge_lemming.sh

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Morphological Process Transduction: Towards interpretable multi-lingual morphological analysis

This repository contains the code necessary to reproduce our experiments in

Cardenas, Ronald. "Universal Morphological Analysis using Reinforcement Learning". Masters thesis, CUNI 2019. pdf
Cardenas, Ronald, Claudia Borg, and Daniel Zeman. "CUNI–Malta system at SIGMORPHON 2019 Shared Task on Morphological Analysis and Lemmatization in context: Operation-based word formation." SIGMORPHON. 2019. paper

ronaldahmed/morph-bandit

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