gbure

Graph-based approaches on unsupervised relation extraction evaluated as a fewshot problem
git clone https://esimon.eu/repos/gbure.git
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-rw-r--r--LICENSE5L
-rw-r--r--README17L
-rw-r--r--gbure/__init__.py0B
-rw-r--r--gbure/config/contrastive_alignment.py53L
-rw-r--r--gbure/config/gcn_mtb.py63L
-rw-r--r--gbure/config/mtb.py57L
-rw-r--r--gbure/config/nonparametric.py32L
-rw-r--r--gbure/config/soares_fewrel.py30L
-rw-r--r--gbure/config/soares_kbp37.py23L
-rw-r--r--gbure/config/soares_semeval.py23L
-rw-r--r--gbure/data/__init__.py0B
-rw-r--r--gbure/data/batcher.py166L
-rw-r--r--gbure/data/dataset.py668L
-rw-r--r--gbure/data/dictionary.py112L
-rw-r--r--gbure/data/graph.py146L
-rw-r--r--gbure/data/prepare_fewrel.py65L
-rw-r--r--gbure/data/prepare_kbp37.py41L
-rw-r--r--gbure/data/prepare_sampled_fewrel.py65L
-rw-r--r--gbure/data/prepare_semeval.py83L
-rw-r--r--gbure/data/prepare_trex.py76L
-rw-r--r--gbure/data/preprocessing.py392L
-rw-r--r--gbure/eval.py34L
-rw-r--r--gbure/metrics.py295L
-rw-r--r--gbure/model/__init__.py0B
-rw-r--r--gbure/model/contrastive_alignment.py85L
-rw-r--r--gbure/model/fewshot.py117L
-rw-r--r--gbure/model/linguistic_encoder.py75L
-rw-r--r--gbure/model/masked_lm.py59L
-rw-r--r--gbure/model/matching_the_blanks.py109L
-rw-r--r--gbure/model/similarity.py134L
-rw-r--r--gbure/model/supervised.py45L
-rw-r--r--gbure/model/topological_encoder.py65L
-rw-r--r--gbure/outputs.py55L
-rw-r--r--gbure/train.py421L
-rw-r--r--gbure/utils.py387L
-rw-r--r--scripts/contrastive_alignment.sh58L
-rw-r--r--scripts/mtb.sh47L
-rw-r--r--scripts/mtb_gcn.sh54L
-rw-r--r--scripts/nonparametric.sh42L