├── .gitignore ├── AAAI2022_demo ├── semantic_parsing.ipynb └── text_classification.ipynb ├── CLIQ-ai2021_demo ├── semantic_parsing.ipynb └── text_classification.ipynb ├── DLG4NLP@ICLR2022_demo ├── Math-word-problem │ ├── config.yaml │ ├── data │ │ └── raw │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── valid.txt │ ├── imgs │ │ └── g2t.png │ ├── math_word_problem.ipynb │ └── utils.py └── text_classification.ipynb ├── GraphML2022_demo ├── Math-word-problem │ ├── .ipynb_checkpoints │ │ └── math_word_problem-checkpoint.ipynb │ ├── config.yaml │ ├── data │ │ └── raw │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── valid.txt │ ├── imgs │ │ └── g2t.png │ ├── math_word_problem.ipynb │ └── utils.py └── text_classification.ipynb ├── IJCAI2021_demo ├── kg_completion │ ├── .ipynb_checkpoints │ │ └── kgc-checkpoint.ipynb │ ├── __init__.py │ ├── data │ │ └── kinship │ │ │ ├── e1rel_to_e2_full.json │ │ │ ├── e1rel_to_e2_ranking_dev.json │ │ │ ├── e1rel_to_e2_ranking_test.json │ │ │ ├── e1rel_to_e2_train.json │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── valid.txt │ ├── evaluation.py │ ├── kgc.ipynb │ ├── kinship │ │ ├── processed │ │ │ └── KG_graph.pt │ │ └── raw │ │ │ └── kinship.tar.gz │ ├── model.py │ ├── preprocess.sh │ ├── spodernet │ │ ├── __init__.py │ │ ├── backends │ │ │ ├── __init__.py │ │ │ ├── tfbackend.py │ │ │ ├── tfmodels.py │ │ │ ├── torchbackend.py │ │ │ └── torchmodels.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ └── snli2spoder.py │ │ ├── frontend.py │ │ ├── hooks.py │ │ ├── interfaces.py │ │ ├── preprocessing │ │ │ ├── __init__.py │ │ │ ├── batching.py │ │ │ ├── pipeline.py │ │ │ ├── processors.py │ │ │ └── vocab.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── cuda_utils.py │ │ │ ├── global_config.py │ │ │ ├── logger.py │ │ │ ├── spacy_util.py │ │ │ └── util.py │ └── wrangle_KG.py ├── math_word_problem_solving │ ├── .ipynb_checkpoints │ │ └── math_word_problem-checkpoint.ipynb │ ├── config.yaml │ ├── data │ │ ├── processed │ │ │ └── DependencyGraph │ │ │ │ ├── data.pt │ │ │ │ └── vocab.pt │ │ └── raw │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── valid.txt │ ├── imgs │ │ └── g2t.png │ ├── math_word_problem.ipynb │ └── utils.py ├── semantic_parsing.ipynb └── text_classification.ipynb ├── KDD2021_demo ├── kg_completion │ ├── .ipynb_checkpoints │ │ └── kgc-checkpoint.ipynb │ ├── __init__.py │ ├── data │ │ └── kinship │ │ │ ├── e1rel_to_e2_full.json │ │ │ ├── e1rel_to_e2_ranking_dev.json │ │ │ ├── e1rel_to_e2_ranking_test.json │ │ │ ├── e1rel_to_e2_train.json │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── valid.txt │ ├── evaluation.py │ ├── kgc.ipynb │ ├── kinship │ │ ├── processed │ │ │ └── KG_graph.pt │ │ └── raw │ │ │ └── kinship.tar.gz │ ├── model.py │ ├── preprocess.sh │ ├── saved_models │ │ └── kinship_ggnn_distmult_0.2_0.25.model │ ├── spodernet │ │ ├── __init__.py │ │ ├── backends │ │ │ ├── __init__.py │ │ │ ├── tfbackend.py │ │ │ ├── tfmodels.py │ │ │ ├── torchbackend.py │ │ │ └── torchmodels.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ └── snli2spoder.py │ │ ├── frontend.py │ │ ├── hooks.py │ │ ├── interfaces.py │ │ ├── preprocessing │ │ │ ├── __init__.py │ │ │ ├── batching.py │ │ │ ├── pipeline.py │ │ │ ├── processors.py │ │ │ └── vocab.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── cuda_utils.py │ │ │ ├── global_config.py │ │ │ ├── logger.py │ │ │ ├── spacy_util.py │ │ │ └── util.py │ └── wrangle_KG.py ├── math_word_problem_solving │ ├── .ipynb_checkpoints │ │ └── math_word_problem-checkpoint.ipynb │ ├── config.yaml │ ├── data │ │ ├── processed │ │ │ └── DependencyGraph │ │ │ │ ├── data.pt │ │ │ │ └── vocab.pt │ │ └── raw │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── valid.txt │ ├── imgs │ │ └── g2t.png │ ├── math_word_problem.ipynb │ └── utils.py ├── semantic_parsing.ipynb └── text_classification.ipynb ├── LICENSE ├── NAACL2021_demo ├── semantic_parsing.ipynb └── text_classification.ipynb ├── README.md ├── SIGIR2021_demo ├── semantic_parsing.ipynb └── text_classification.ipynb ├── TheWebConf2022_demo ├── Math-word-problem │ ├── config.yaml │ ├── data │ │ ├── processed │ │ │ └── NodeEmbGraph │ │ │ │ ├── data.pt │ │ │ │ └── vocab.pt │ │ └── raw │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── valid.txt │ ├── imgs │ │ └── g2t.png │ ├── math_word_problem.ipynb │ └── utils.py └── text_classification.ipynb ├── config ├── jobs │ ├── gat_bi_sep_dynamic_node_emb.yaml │ └── gat_bi_sep_dynamic_node_emb_v2.yaml └── trec │ ├── graphsage_bi_fuse_static_dependency.yaml │ └── graphsage_bi_fuse_static_dependency_v2.yaml └── data ├── jobs ├── processed │ ├── NodeEmbGraph │ │ ├── data.pt │ │ └── vocab.pt │ └── node_emb_graph │ │ ├── data.pt │ │ └── vocab.pt └── raw │ ├── sequence.pt │ ├── sequence.txt │ ├── test.txt │ ├── train.txt │ ├── vocab.f.txt │ └── vocab.q.txt └── trec ├── processed └── dependency_graph │ ├── data.pt │ ├── label.pt │ └── vocab.pt └── raw ├── test.txt └── train.txt /.gitignore: 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