el.sh

CUDA_VISIBLE_DEVICES=6 python run_entity_linking.py --log_path /data/caoyx/log/ncel --training_data  ncelwiki::/data/caoyx/el_datasets/ncel-wikidata/abstracts_50000/:/data/caoyx/el_datasets/ncel-wikidata/wikipedia_50000.xml --eval_data conll:0::/data/caoyx/el_datasets/AIDA-YAGO2-dataset.tsv,conll:2::/data/caoyx/el_datasets/AIDA-YAGO2-dataset.tsv,kbp10:/data/caoyx/el_datasets/kbp/kbp10/id.key2010:/data/caoyx/el_datasets/kbp/kbp10/eval/:/data/caoyx/el_datasets/kbp/kbp10/kbp10_eval_gold.xml,msnbc::/data/caoyx/el_datasets/WNED/wned-datasets/msnbc/RawText/:/data/caoyx/el_datasets/WNED/wned-datasets/msnbc/msnbc.xml,aquaint::/data/caoyx/el_datasets/WNED/wned-datasets/aquaint/RawText/:/data/caoyx/el_datasets/WNED/wned-datasets/aquaint/aquaint.xml,ace04::/data/caoyx/el_datasets/WNED/wned-datasets/ace2004/RawText/:/data/caoyx/el_datasets/WNED/wned-datasets/ace2004/ace2004.xml,wiki13::/data/caoyx/el_datasets/WNED/wned-datasets/wned_wiki/RawText/:/data/caoyx/el_datasets/WNED/wned-datasets/wned_wiki/wikipedia.xml,clueweb12::/data/caoyx/el_datasets/WNED/wned-datasets/clueweb12/RawText/:/data/caoyx/el_datasets/WNED/wned-datasets/clueweb12/clueweb.xml --candidates_file ncel:/data/caoyx/el_datasets/ncel_candidates/all_nokbp1516_top30_ab5w_candidates --wiki_entity_vocab /data/caoyx/el_datasets/vocab_entity.dat --word_embedding_file /data/caoyx/etc/eng_mpme_share/vectors_word1 --entity_embedding_file /data/caoyx/etc/eng_mpme_share/vectors_entity1 --sense_embedding_file /data/caoyx/etc/eng_mpme_share/vectors_sense1 --stop_word_file /data/caoyx/el_datasets/en_stop_words --allow_cropping --max_tokens 0 --max_candidates_per_document 0 --topn_candidate 10 --training_steps 50000 --learning_rate 0.1 --learning_rate_decay_when_no_progress 0.5 --dropout 0.0 --batch_size 16 --lowercase --noinclude_unresolved --model_type SUBNCEL --str_sim --prior --att --local_context_window 10 --global_context_window 5 --embedding_dim 200 --nomlp_ln --gpu 0 --optimizer_type SGD --nosupport_fuzzy --wiki_redirect_vocab /data/caoyx/el_datasets/redirect_id_vocab --use_lr_context --nosplit_by_sent --fine_tune_loaded_embeddings --ckpt_step 500 --early_stopping_steps_to_wait 3000 --nowrite_eval_report --eval_only_mode --ckpt_path /data/caoyx/log/ncel/gc_exp/SUBNCEL-gc.ckpt_best --load_best --noshow_sample