├── .gitattributes ├── README.md ├── bucket_iterator.py ├── data_utils.py ├── data_utils_bert.py ├── dataset ├── .DS_Store ├── __pycache__ │ ├── generate_dict.cpython-37.pyc │ ├── generate_graph.cpython-37.pyc │ ├── generate_raw.cpython-37.pyc │ └── generate_seed_words.cpython-37.pyc ├── conceptnet │ ├── 14 │ │ ├── 14_test.raw │ │ ├── 14_test.raw.tokenized │ │ ├── 14_test.raw.tokenized.graph_attribute │ │ ├── 14_test.raw.tokenized.graph_entity │ │ ├── 14_test.xml │ │ ├── 14_train.raw │ │ ├── 14_train.raw.tokenized │ │ ├── 14_train.raw.tokenized.graph_attribute │ │ ├── 14_train.raw.tokenized.graph_entity │ │ └── 14_train.xml │ ├── .DS_Store │ ├── 14_test.raw │ ├── 14_test.raw.tokenized │ ├── 14_test.raw.tokenized.graph_attribute │ ├── 14_test.raw.tokenized.graph_entity │ ├── 14_train.raw │ ├── 14_train.raw.tokenized │ ├── 14_train.raw.tokenized.graph_attribute │ ├── 14_train.raw.tokenized.graph_entity │ ├── 15_lap_test.raw │ ├── 15_lap_test.raw.tokenized │ ├── 15_lap_test.raw.tokenized.graph_attribute │ ├── 15_lap_test.raw.tokenized.graph_entity │ ├── 15_lap_test.xml │ ├── 15_lap_train.raw │ ├── 15_lap_train.raw.tokenized │ ├── 15_lap_train.raw.tokenized.graph_attribute │ ├── 15_lap_train.raw.tokenized.graph_entity │ ├── 15_lap_train.xml │ ├── 15_rest_test.raw │ ├── 15_rest_test.raw.tokenized │ ├── 15_rest_test.raw.tokenized.graph_attribute │ ├── 15_rest_test.raw.tokenized.graph_entity │ ├── 15_rest_test.xml │ ├── 15_rest_train.raw │ ├── 15_rest_train.raw.tokenized │ ├── 15_rest_train.raw.tokenized.graph_attribute │ ├── 15_rest_train.raw.tokenized.graph_entity │ ├── 15_rest_train.xml │ ├── 16_lap_test.raw │ ├── 16_lap_test.raw.tokenized │ ├── 16_lap_test.raw.tokenized.graph_attribute │ ├── 16_lap_test.raw.tokenized.graph_entity │ ├── 16_lap_test.xml │ ├── 16_lap_train.raw │ ├── 16_lap_train.raw.tokenized │ ├── 16_lap_train.raw.tokenized.graph_attribute │ ├── 16_lap_train.raw.tokenized.graph_entity │ ├── 16_lap_train.xml │ ├── 16_rest_test.raw │ ├── 16_rest_test.raw.tokenized │ ├── 16_rest_test.raw.tokenized.graph_attribute │ ├── 16_rest_test.raw.tokenized.graph_entity │ ├── 16_rest_test.xml │ ├── 16_rest_train.raw │ ├── 16_rest_train.raw.tokenized │ ├── 16_rest_train.raw.tokenized.graph_attribute │ ├── 16_rest_train.raw.tokenized.graph_entity │ ├── 16_rest_train.xml │ ├── dict.csv │ ├── mams_test.xml │ ├── mams_train.xml │ ├── seed_words_list_attribute_lap.csv │ ├── seed_words_list_attribute_rest.csv │ ├── seed_words_list_entity_lap.csv │ └── seed_words_list_entity_rest.csv ├── generate_dict.py ├── generate_graph.py ├── generate_raw.py ├── generate_seed_words.py ├── preproceed.py └── senticnet │ ├── 14_test.raw │ ├── 14_test.raw.tokenized │ ├── 14_test.raw.tokenized.graph_attribute │ ├── 14_test.raw.tokenized.graph_entity │ ├── 14_test.xml │ ├── 14_train.raw │ ├── 14_train.raw.tokenized │ ├── 14_train.raw.tokenized.graph_attribute │ ├── 14_train.raw.tokenized.graph_entity │ ├── 14_train.xml │ ├── 15_lap_test.raw │ ├── 15_lap_test.raw.tokenized │ ├── 15_lap_test.raw.tokenized.graph_attribute │ ├── 15_lap_test.raw.tokenized.graph_entity │ ├── 15_lap_test.xml │ ├── 15_lap_train.raw │ ├── 15_lap_train.raw.tokenized │ ├── 15_lap_train.raw.tokenized.graph_attribute │ ├── 15_lap_train.raw.tokenized.graph_entity │ ├── 15_lap_train.xml │ ├── 15_rest_test.raw │ ├── 15_rest_test.raw.tokenized │ ├── 15_rest_test.raw.tokenized.graph_attribute │ ├── 15_rest_test.raw.tokenized.graph_entity │ ├── 15_rest_test.xml │ ├── 15_rest_train.raw │ ├── 15_rest_train.raw.tokenized │ ├── 15_rest_train.raw.tokenized.graph_attribute │ ├── 15_rest_train.raw.tokenized.graph_entity │ ├── 15_rest_train.xml │ ├── 16_lap_test.raw │ ├── 16_lap_test.raw.tokenized │ ├── 16_lap_test.raw.tokenized.graph_attribute │ ├── 16_lap_test.raw.tokenized.graph_entity │ ├── 16_lap_test.xml │ ├── 16_lap_train.raw │ ├── 16_lap_train.raw.tokenized │ ├── 16_lap_train.raw.tokenized.graph_attribute │ ├── 16_lap_train.raw.tokenized.graph_entity │ ├── 16_lap_train.xml │ ├── 16_rest_test.raw │ ├── 16_rest_test.raw.tokenized │ ├── 16_rest_test.raw.tokenized.graph_attribute │ ├── 16_rest_test.raw.tokenized.graph_entity │ ├── 16_rest_test.xml │ ├── 16_rest_train.raw │ ├── 16_rest_train.raw.tokenized │ ├── 16_rest_train.raw.tokenized.graph_attribute │ ├── 16_rest_train.raw.tokenized.graph_entity │ ├── 16_rest_train.xml │ ├── dict.csv │ ├── mams_test.xml │ ├── mams_train.xml │ ├── seed_words_list_attribute_lap.csv │ ├── seed_words_list_attribute_rest.csv │ ├── seed_words_list_entity_lap.csv │ └── seed_words_list_entity_rest.csv ├── generate_beta_score ├── calculate_pre_score.py └── seed_link │ ├── all_food_link.txt │ ├── all_food_seed_score.txt │ ├── all_prices_link.txt │ ├── all_prices_seed_score.txt │ ├── all_quality_link.txt │ ├── all_quality_seed_score.txt │ ├── all_restaurant_seed_score.txt │ ├── amb_all.txt │ ├── drinks_all.txt │ ├── food_all.txt │ ├── food_score.txt │ ├── food_score_context_stop.txt │ ├── food_score_orig.txt │ ├── general_all.txt │ ├── loc_all.txt │ ├── mis_all.txt │ ├── prices_all.txt │ ├── quality_all.txt │ ├── restaurant_all.txt │ ├── service_all.txt │ └── style_all.txt ├── layers ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ └── dynamic_rnn.cpython-37.pyc ├── attention.py └── dynamic_rnn.py ├── log ├── intergcn_14_conceptnet_val.txt ├── intergcn_14_senticnet_val.txt ├── intergcn_15_lap_conceptnet_val.txt ├── intergcn_15_lap_senticnet_val.txt ├── intergcn_15_rest_conceptnet_val.txt ├── intergcn_15_rest_senticnet_val.txt ├── intergcn_16_lap_conceptnet_val.txt ├── intergcn_16_lap_senticnet_val.txt ├── intergcn_16_rest_conceptnet_val.txt └── intergcn_16_rest_senticnet_val.txt ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── afgcn.cpython-37.pyc │ ├── afgcn_bert.cpython-37.pyc │ ├── intergcn.cpython-37.pyc │ └── intergcn_bert.cpython-37.pyc ├── aagcn.py ├── aagcn_14.py ├── aagcn_bert.py ├── aagcn_bert_14.py ├── afgcn.py └── afgcn_bert.py ├── state_dict └── .DS_Store ├── test_bert.py ├── train.py ├── train.sh ├── train_bert.py └── train_bert.sh /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BinLiang-NLP/AAGCN-ACSA/HEAD/.gitattributes -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BinLiang-NLP/AAGCN-ACSA/HEAD/README.md -------------------------------------------------------------------------------- /bucket_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BinLiang-NLP/AAGCN-ACSA/HEAD/bucket_iterator.py -------------------------------------------------------------------------------- /data_utils.py: 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