ContextualSP Versions Save

Multiple paper open-source codes of the Microsoft Research Asia DKI group

logigan

1 year ago

Training data and LogiGAN pretrained model. The warmup pre-traing data is gen_train_A.json, and the continual adversarial pre-training data is gen_train_B.json (gen_train_B.json with elastic searched pseudo samples is stored in train_data_with_es/gen_train_src_es.jsonl).

lemon_data

1 year ago

LEMON dataset and pre-training corpus.

multi.bert

3 years ago
{
    "ROUGE": 0.8954699040374693,
    "_ROUGE1": 0.9248370079585566,
    "_ROUGE2": 0.8548729804396925,
    "EM": 0.4933385579937304,
    "_P1": 0.7443478260869565,
    "_R1": 0.6512335615693946,
    "F1": 0.694684366123703,
    "_P2": 0.6040515653775322,
    "_R2": 0.5369713506139154,
    "F2": 0.5685396504405605,
    "_P3": 0.515867089789061,
    "_R3": 0.4619306310071041,
    "F3": 0.48741126151946734,
    "_BLEU1": 0.9203424772022362,
    "_BLEU2": 0.8919446800461631,
    "_BLEU3": 0.8644065076063657,
    "BLEU4": 0.836555297206264,
    "loss": 0.012869063752786444
}

multi

3 years ago
{
    "ROUGE": 0.8761914250271031,
    "_ROUGE1": 0.9096109449987978,
    "_ROUGE2": 0.8299625766685176,
    "EM": 0.43260188087774293,
    "_P1": 0.663828689370485,
    "_R1": 0.5592870340180415,
    "F1": 0.6070901905267504,
    "_P2": 0.5118311660626732,
    "_R2": 0.43674397453387903,
    "F2": 0.4713156990724837,
    "_P3": 0.42003325833903943,
    "_R3": 0.3588800668616799,
    "F3": 0.38705606634216694,
    "_BLEU1": 0.9049646708813686,
    "_BLEU2": 0.8726836197111325,
    "_BLEU3": 0.8417857314177102,
    "BLEU4": 0.810576724115273,
    "loss": 0.01269258979597015
}

canard

3 years ago
{
    "ROUGE": 0.7672702010110017,
    "_ROUGE1": 0.8060129493808116,
    "_ROUGE2": 0.6272019845050271,
    "EM": 0.1825525040387722,
    "_P1": 0.6173277359583093,
    "_R1": 0.34435562015503873,
    "F1": 0.44210035247771096,
    "_P2": 0.39885553659271156,
    "_R2": 0.24790964682391115,
    "F2": 0.3057682687497595,
    "_P3": 0.31307374374592123,
    "_R3": 0.20793481087641227,
    "F3": 0.24989581886373105,
    "_BLEU1": 0.7020165933536937,
    "_BLEU2": 0.6217319698491652,
    "_BLEU3": 0.5573085608208992,
    "BLEU4": 0.4977857601746373,
    "loss": 0.01892541069261615
}

rewrite

3 years ago
{
    "ROUGE": 0.8927719935645371,
    "_ROUGE1": 0.9235141523874184,
    "_ROUGE2": 0.8481181915297369,
    "EM": 0.536,
    "_P1": 0.8750417083750417,
    "_R1": 0.7598145733738955,
    "F1": 0.8133674497945259,
    "_P2": 0.7759128386336867,
    "_R2": 0.6749487704918032,
    "F2": 0.7219178082191782,
    "_P3": 0.7060550971892043,
    "_R3": 0.6137109517442567,
    "F3": 0.6566523605150214,
    "_BLEU1": 0.8953007499145113,
    "_BLEU2": 0.8627271154439679,
    "_BLEU3": 0.8298150265279266,
    "BLEU4": 0.7961327186223426,
    "loss": 0.07524961760888497
}

rewrite.bert

3 years ago
{
    "ROUGE": 0.9394040084189113,
    "_ROUGE1": 0.961865057419486,
    "_ROUGE2": 0.9113051224617216,
    "EM": 0.688,
    "_P1": 0.9451903332806824,
    "_R1": 0.8668694770389685,
    "F1": 0.9043373129817137,
    "_P2": 0.8648273949812838,
    "_R2": 0.7989241803278688,
    "F2": 0.8305705345849144,
    "_P3": 0.8075098814229249,
    "_R3": 0.7449860216360763,
    "F3": 0.774988935954985,
    "_BLEU1": 0.9405510823944796,
    "_BLEU2": 0.9172718486250105,
    "_BLEU3": 0.8932687251641028,
    "BLEU4": 0.8691863201601382,
    "loss": 0.2084200546145439
}

cosql.token

4 years ago
{
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  "peak_gpu_5_memory_MB": 17286,
  "peak_gpu_6_memory_MB": 21951,
  "peak_gpu_7_memory_MB": 1,
  "training_duration": "12:23:41.284435",
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  "training_sql_exact_match": 0,
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  "training__copy": 0,
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  "training_gpu_6_memory_MB": 19858,
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  "validation__copy": 0,
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  "best_validation_action_exact_match": 0.323733862959285,
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  "best_validation__copy": 0,
  "best_validation_info": 0,
  "best_validation_loss": 0.40968313813209534
}

cosql.turn

4 years ago
{
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  "peak_gpu_5_memory_MB": 17284,
  "peak_gpu_6_memory_MB": 21951,
  "peak_gpu_7_memory_MB": 1,
  "training_duration": "6:32:27.738503",
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  "training__action_inter_exact_match": 0,
  "training__action_turn_1_exact_match": 0,
  "training__action_turn_2_exact_match": 0,
  "training__action_turn_3_exact_match": 0,
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  "training__sql_turn_2_exact_match": 0,
  "training__sql_turn_3_exact_match": 0,
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  "training_loss": 0.18920585506216245,
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}

cosql.bert.turn

4 years ago
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