├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── data ├── properties │ ├── dbpedia-201610-manual-annotation.csv │ ├── dbpedia-201610-place-properties.csv │ ├── dbpedia-201610-properties.tsv │ └── dbpedia-ontology-properties.tsv └── templates │ ├── Annotations_F30_art.csv │ ├── LC-QuAD_v6_art.csv │ ├── LC-QuAD_v6_other.csv │ ├── LC-QuAD_v6_personal.csv │ ├── LC-QuAD_v6_sport.csv │ ├── LC-QuAD_v6_sport_art.csv │ ├── QALD-7.csv │ └── dbpedia-201610-place.csv ├── gsoc ├── aman │ ├── .DS_Store │ ├── GS_with_mve.csv │ ├── PIPELINE │ ├── README.md │ ├── composite_template.py │ ├── decision_tree.py │ ├── delete_lines.py │ ├── entity_errors.py │ ├── error_analysis.py │ ├── final_formatting.py │ ├── get_metadata.py │ ├── get_properties.py │ ├── integrate.py │ ├── log_place │ ├── metadata_place.txt │ ├── place_labels │ ├── placetemp │ │ ├── data_300.en │ │ ├── data_300.sparql │ │ └── resource_dump.json │ ├── range_place.py │ ├── remove_en.py │ ├── script.py │ ├── script2.py │ ├── sparql_generator.csv │ ├── sparql_generator.py │ ├── temp.py │ ├── tempout │ ├── test.txt │ ├── test_comp.csv │ ├── test_pipeline │ │ ├── 1 │ │ ├── 2 │ │ └── get_properties.py │ └── training_log ├── anand │ ├── .images │ │ ├── test-accuracy.png │ │ └── test-bleu.png │ ├── .pipeline_2 │ │ ├── .vscode │ │ │ └── settings.json │ │ ├── decision_tree.py │ │ ├── final_formatting.py │ │ ├── get_properties.py │ │ ├── integrate.py │ │ ├── person │ │ │ ├── decision_tree.csv │ │ │ ├── get_properties.csv │ │ │ ├── integrate.csv │ │ │ ├── mvedecision_tree.csv │ │ │ ├── sparql_generator.csv │ │ │ └── test_res.csv │ │ ├── sparql_generator.py │ │ └── test │ │ │ ├── check_test_res.csv │ │ │ ├── decision_tree.csv │ │ │ ├── get_properties.csv │ │ │ ├── integrate.csv │ │ │ ├── mvedecision_tree.csv │ │ │ └── sparql_generator.csv │ ├── .vscode │ │ └── settings.json │ ├── PIPELINE.md │ ├── pipeline_1 │ │ ├── pipeline_1_composite │ │ │ ├── composite_template.py │ │ │ ├── decision_tree.py │ │ │ ├── final_formatting.py │ │ │ ├── get_properties.py │ │ │ ├── integrate.py │ │ │ ├── person │ │ │ │ ├── decision_tree.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── integrate.csv │ │ │ │ ├── mvedecision_tree.csv │ │ │ │ ├── sparql_generator.csv │ │ │ │ └── test_res.csv │ │ │ ├── range_place.py │ │ │ ├── sparql_generator.py │ │ │ └── test3 │ │ │ │ ├── decision_tree.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── integrate.csv │ │ │ │ ├── mvedecision_tree.csv │ │ │ │ ├── sparql_generator.csv │ │ │ │ └── test_res.csv │ │ ├── pipeline_1_simple │ │ │ ├── decision_tree.py │ │ │ ├── final_formatting.py │ │ │ ├── get_properties.py │ │ │ ├── integrate.py │ │ │ ├── person │ │ │ │ ├── decision_tree.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── integrate.csv │ │ │ │ ├── mvedecision_tree.csv │ │ │ │ ├── sparql_generator.csv │ │ │ │ └── test_res.csv │ │ │ ├── sparql_generator.py │ │ │ ├── test │ │ │ │ ├── decision_tree.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── integrate.csv │ │ │ │ ├── mvedecision_tree.csv │ │ │ │ ├── sparql_generator.csv │ │ │ │ └── test_res.csv │ │ │ └── test_person │ │ │ │ ├── decision_tree.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── integrate.csv │ │ │ │ ├── mvedecision_tree.csv │ │ │ │ ├── sparql_generator.csv │ │ │ │ └── test_res.csv │ │ └── readme.md │ ├── pipeline_3 │ │ ├── .pipeline_3 │ │ │ ├── .vscode │ │ │ │ └── settings.json │ │ │ ├── Film │ │ │ │ ├── author.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── sentence_and_template_generator │ │ │ │ └── sentence_and_template_generator.ods │ │ │ ├── eliminator.py │ │ │ ├── eukaryotes │ │ │ │ ├── family.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── results.csv │ │ │ │ ├── sentence_and_template_generator │ │ │ │ ├── sentence_and_template_generator.ods │ │ │ │ └── species.csv │ │ │ ├── fetch_ranks_sub.py │ │ │ ├── generate_templates.py │ │ │ ├── generate_url.py │ │ │ ├── get_properties.py │ │ │ ├── nspm_ready.csv │ │ │ ├── rank_test │ │ │ │ ├── affiliation.csv │ │ │ │ ├── birth place.csv │ │ │ │ ├── body discovered.csv │ │ │ │ ├── child.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── sentence_and_template_generator │ │ │ │ ├── sentence_and_template_generator.csv │ │ │ │ └── sentence_and_template_generator.ods │ │ │ ├── readme.md │ │ │ └── sentence_and_template_generator.py │ │ ├── pipeline_3_with_controlled_test_set │ │ │ ├── .images │ │ │ │ └── person_properties.png │ │ │ ├── .vscode │ │ │ │ └── settings.json │ │ │ ├── Eukaryotes │ │ │ │ ├── sentence_and_template_generator │ │ │ │ └── test.csv │ │ │ ├── Monument │ │ │ │ ├── architect.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── sentence_and_template_generator │ │ │ │ ├── tenant.csv │ │ │ │ └── test.csv │ │ │ ├── Organisation │ │ │ │ ├── administrator.csv │ │ │ │ ├── chairperson.csv │ │ │ │ ├── chaplain.csv │ │ │ │ ├── chief executive officer.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── sentence_and_template_generator │ │ │ │ └── test.csv │ │ │ ├── Person │ │ │ │ ├── alma mater.csv │ │ │ │ ├── birth place.csv │ │ │ │ ├── body discovered.csv │ │ │ │ ├── career station.csv │ │ │ │ ├── child.csv │ │ │ │ ├── college.csv │ │ │ │ ├── death place.csv │ │ │ │ ├── employer.csv │ │ │ │ ├── ethnicity.csv │ │ │ │ ├── get_properties.csv │ │ │ │ ├── home town.csv │ │ │ │ ├── ideology.csv │ │ │ │ ├── nationality.csv │ │ │ │ ├── networth.csv │ │ │ │ ├── opponent.csv │ │ │ │ ├── parent.csv │ │ │ │ ├── partner.csv │ │ │ │ ├── person function.csv │ │ │ │ ├── place of burial.csv │ │ │ │ ├── relation.csv │ │ │ │ ├── relative.csv │ │ │ │ ├── residence.csv │ │ │ │ ├── resting place.csv │ │ │ │ ├── sentence_and_template_generator │ │ │ │ └── test.csv │ │ │ ├── eliminator.py │ │ │ ├── fetch_ranks.py │ │ │ ├── fetch_ranks_sub.py │ │ │ ├── generate_templates.py │ │ │ ├── generate_url.py │ │ │ ├── get_properties.py │ │ │ ├── new_train.csv │ │ │ ├── nspm_ready.csv │ │ │ ├── question_generator.py │ │ │ ├── readme.md │ │ │ └── sentence_and_template_generator.py │ │ └── utility │ │ │ ├── .~lock.question_form.csv# │ │ │ ├── Test_Fixer │ │ │ ├── readme.md │ │ │ └── test_fixer.py │ │ │ ├── compare │ │ │ ├── compare.py │ │ │ ├── output_test │ │ │ ├── readme.md │ │ │ └── test.sparql │ │ │ ├── labels.json │ │ │ ├── new_extractor_fromGraphDBpediaEmbeddings │ │ │ ├── breaker.sh │ │ │ ├── embedding_extractor.py │ │ │ ├── indexer.py │ │ │ └── readme.md │ │ │ ├── old_extractor_from_GraphDBpediaEmbeddings │ │ │ ├── en_extract_embed.py │ │ │ ├── readme.md │ │ │ └── sparql_extract_embed.py │ │ │ ├── qald_json │ │ │ ├── interpreter.py │ │ │ ├── qald_json_gerbil_input.py │ │ │ ├── readme.md │ │ │ ├── shifter.sh │ │ │ ├── test.en │ │ │ └── test.sparql │ │ │ ├── question_form.csv │ │ │ ├── readme.md │ │ │ └── vocab_extractor_from_model │ │ │ ├── embedding_extractor.py │ │ │ └── readme.md │ └── readme.md └── zheyuan │ ├── pipeline │ ├── README.md │ ├── basic_sentence_and_template_generator.py │ ├── batch_paraphrase.py │ ├── bert_classifier.py │ ├── eliminator.py │ ├── fetch_ranks.py │ ├── fetch_ranks_sub.py │ ├── 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