full evaluation artifacts: entry + ablation families, per-item predictions, analysis tooling (part 2)

results/hf_loop2_T1/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 60.66
+morphology: 69.00
+syntax/semantics: 62.41
+semantics: 53.31
+
+### UID ACCURACY
+adjunct_island: 70.80
+anaphor_gender_agreement: 64.68
+anaphor_number_agreement: 72.40
+animate_subject_passive: 69.72
+animate_subject_trans: 80.72
+causative: 49.63
+complex_NP_island: 58.98
+coordinate_structure_constraint_complex_left_branch: 34.88
+coordinate_structure_constraint_object_extraction: 60.48
+determiner_noun_agreement_1: 83.75
+determiner_noun_agreement_2: 82.92
+determiner_noun_agreement_irregular_1: 71.22
+determiner_noun_agreement_irregular_2: 76.34
+determiner_noun_agreement_with_adjective_1: 77.49
+determiner_noun_agreement_with_adj_2: 72.26
+determiner_noun_agreement_with_adj_irregular_1: 73.54
+determiner_noun_agreement_with_adj_irregular_2: 69.52
+distractor_agreement_relational_noun: 45.56
+distractor_agreement_relative_clause: 34.21
+drop_argument: 70.98
+ellipsis_n_bar_1: 64.21
+ellipsis_n_bar_2: 59.54
+existential_there_object_raising: 73.65
+existential_there_quantifiers_1: 88.60
+existential_there_quantifiers_2: 24.59
+existential_there_subject_raising: 69.59
+expletive_it_object_raising: 68.38
+inchoative: 46.43
+intransitive: 60.83
+irregular_past_participle_adjectives: 69.61
+irregular_past_participle_verbs: 69.75
+irregular_plural_subject_verb_agreement_1: 62.19
+irregular_plural_subject_verb_agreement_2: 77.80
+left_branch_island_echo_question: 61.67
+left_branch_island_simple_question: 43.32
+matrix_question_npi_licensor_present: 9.69
+npi_present_1: 33.00
+npi_present_2: 34.14
+only_npi_licensor_present: 44.78
+only_npi_scope: 61.05
+passive_1: 71.43
+passive_2: 70.21
+principle_A_case_1: 100.00
+principle_A_case_2: 70.05
+principle_A_c_command: 53.91
+principle_A_domain_1: 83.81
+principle_A_domain_2: 58.03
+principle_A_domain_3: 53.99
+principle_A_reconstruction: 29.78
+regular_plural_subject_verb_agreement_1: 69.44
+regular_plural_subject_verb_agreement_2: 65.61
+sentential_negation_npi_licensor_present: 97.17
+sentential_negation_npi_scope: 39.38
+sentential_subject_island: 38.29
+superlative_quantifiers_1: 56.28
+superlative_quantifiers_2: 87.93
+tough_vs_raising_1: 42.30
+tough_vs_raising_2: 74.02
+transitive: 63.82
+wh_island: 53.23
+wh_questions_object_gap: 71.13
+wh_questions_subject_gap: 80.62
+wh_questions_subject_gap_long_distance: 73.98
+wh_vs_that_no_gap: 94.54
+wh_vs_that_no_gap_long_distance: 91.43
+wh_vs_that_with_gap: 27.64
+wh_vs_that_with_gap_long_distance: 14.84
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 52.65
+anaphor_agreement: 68.45
+s-selection: 75.30
+argument_structure: 62.12
+determiner_noun_agreement: 76.20
+subject_verb_agreement: 59.52
+ellipsis: 61.84
+control_raising: 65.14
+quantifiers: 64.79
+irregular_forms: 69.68
+npi_licensing: 45.42
+binding: 63.84
+filler_gap_dependency: 64.28
+
+### AVERAGE ACCURACY
+62.32
+

results/hf_loop2_T1/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 29.32
+ambiref_1_ops: 40.69
+ambiref_2_ops: 44.04
+ambiref_3_ops: 44.70
+ambiref_4_ops: 42.11
+ambiref_5_ops: 50.27
+move_contents_0_ops: 29.26
+move_contents_1_ops: 37.62
+move_contents_2_ops: 45.95
+move_contents_3_ops: 46.53
+move_contents_4_ops: 44.61
+move_contents_5_ops: 41.03
+regular_0_ops: 31.35
+regular_1_ops: 41.35
+regular_2_ops: 42.24
+regular_3_ops: 42.57
+regular_4_ops: 45.07
+regular_5_ops: 51.57
+regular: 42.36
+ambiref: 41.86
+move_contents: 40.83
+
+### AVERAGE ACCURACY
+41.68
+

results/hf_loop2_T1_s1/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 58.70
+morphology: 70.15
+syntax/semantics: 63.81
+semantics: 51.31
+
+### UID ACCURACY
+adjunct_island: 66.06
+anaphor_gender_agreement: 68.49
+anaphor_number_agreement: 80.02
+animate_subject_passive: 57.54
+animate_subject_trans: 80.61
+causative: 44.50
+complex_NP_island: 58.27
+coordinate_structure_constraint_complex_left_branch: 35.98
+coordinate_structure_constraint_object_extraction: 59.33
+determiner_noun_agreement_1: 79.55
+determiner_noun_agreement_2: 76.69
+determiner_noun_agreement_irregular_1: 69.90
+determiner_noun_agreement_irregular_2: 80.24
+determiner_noun_agreement_with_adjective_1: 65.81
+determiner_noun_agreement_with_adj_2: 65.25
+determiner_noun_agreement_with_adj_irregular_1: 69.78
+determiner_noun_agreement_with_adj_irregular_2: 73.57
+distractor_agreement_relational_noun: 40.48
+distractor_agreement_relative_clause: 37.43
+drop_argument: 72.17
+ellipsis_n_bar_1: 46.26
+ellipsis_n_bar_2: 57.37
+existential_there_object_raising: 70.69
+existential_there_quantifiers_1: 85.27
+existential_there_quantifiers_2: 34.91
+existential_there_subject_raising: 72.94
+expletive_it_object_raising: 71.15
+inchoative: 45.26
+intransitive: 64.63
+irregular_past_participle_adjectives: 94.17
+irregular_past_participle_verbs: 80.04
+irregular_plural_subject_verb_agreement_1: 70.40
+irregular_plural_subject_verb_agreement_2: 75.22
+left_branch_island_echo_question: 67.05
+left_branch_island_simple_question: 40.38
+matrix_question_npi_licensor_present: 9.04
+npi_present_1: 55.34
+npi_present_2: 48.36
+only_npi_licensor_present: 35.03
+only_npi_scope: 70.25
+passive_1: 74.64
+passive_2: 71.54
+principle_A_case_1: 100.00
+principle_A_case_2: 66.78
+principle_A_c_command: 51.48
+principle_A_domain_1: 95.08
+principle_A_domain_2: 60.66
+principle_A_domain_3: 52.82
+principle_A_reconstruction: 27.51
+regular_plural_subject_verb_agreement_1: 67.08
+regular_plural_subject_verb_agreement_2: 62.75
+sentential_negation_npi_licensor_present: 98.15
+sentential_negation_npi_scope: 53.04
+sentential_subject_island: 39.13
+superlative_quantifiers_1: 30.75
+superlative_quantifiers_2: 64.60
+tough_vs_raising_1: 37.13
+tough_vs_raising_2: 69.67
+transitive: 60.94
+wh_island: 45.00
+wh_questions_object_gap: 54.83
+wh_questions_subject_gap: 79.18
+wh_questions_subject_gap_long_distance: 89.61
+wh_vs_that_no_gap: 86.41
+wh_vs_that_no_gap_long_distance: 92.80
+wh_vs_that_with_gap: 32.32
+wh_vs_that_with_gap_long_distance: 8.79
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 51.32
+anaphor_agreement: 74.13
+s-selection: 69.25
+argument_structure: 62.22
+determiner_noun_agreement: 72.63
+subject_verb_agreement: 59.19
+ellipsis: 51.90
+control_raising: 63.74
+quantifiers: 53.84
+irregular_forms: 87.18
+npi_licensing: 52.55
+binding: 64.47
+filler_gap_dependency: 62.84
+
+### AVERAGE ACCURACY
+61.91
+

results/hf_loop2_T1_s1/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 28.01
+ambiref_1_ops: 33.11
+ambiref_2_ops: 37.25
+ambiref_3_ops: 41.89
+ambiref_4_ops: 38.86
+ambiref_5_ops: 42.25
+move_contents_0_ops: 28.76
+move_contents_1_ops: 34.82
+move_contents_2_ops: 43.31
+move_contents_3_ops: 39.93
+move_contents_4_ops: 38.75
+move_contents_5_ops: 41.67
+regular_0_ops: 27.72
+regular_1_ops: 37.56
+regular_2_ops: 37.46
+regular_3_ops: 39.77
+regular_4_ops: 40.32
+regular_5_ops: 38.36
+regular: 36.87
+ambiref: 36.89
+move_contents: 37.87
+
+### AVERAGE ACCURACY
+37.21
+

results/hf_loop2_T1_s2/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 58.13
+morphology: 71.31
+syntax/semantics: 62.18
+semantics: 59.07
+
+### UID ACCURACY
+adjunct_island: 63.79
+anaphor_gender_agreement: 72.91
+anaphor_number_agreement: 87.11
+animate_subject_passive: 59.78
+animate_subject_trans: 80.28
+causative: 48.29
+complex_NP_island: 50.12
+coordinate_structure_constraint_complex_left_branch: 31.35
+coordinate_structure_constraint_object_extraction: 63.44
+determiner_noun_agreement_1: 83.32
+determiner_noun_agreement_2: 82.60
+determiner_noun_agreement_irregular_1: 71.81
+determiner_noun_agreement_irregular_2: 78.41
+determiner_noun_agreement_with_adjective_1: 71.28
+determiner_noun_agreement_with_adj_2: 74.39
+determiner_noun_agreement_with_adj_irregular_1: 68.52
+determiner_noun_agreement_with_adj_irregular_2: 69.17
+distractor_agreement_relational_noun: 42.64
+distractor_agreement_relative_clause: 31.92
+drop_argument: 75.76
+ellipsis_n_bar_1: 49.25
+ellipsis_n_bar_2: 61.96
+existential_there_object_raising: 63.30
+existential_there_quantifiers_1: 88.39
+existential_there_quantifiers_2: 42.92
+existential_there_subject_raising: 74.68
+expletive_it_object_raising: 65.74
+inchoative: 48.54
+intransitive: 66.36
+irregular_past_participle_adjectives: 81.37
+irregular_past_participle_verbs: 83.76
+irregular_plural_subject_verb_agreement_1: 69.40
+irregular_plural_subject_verb_agreement_2: 71.86
+left_branch_island_echo_question: 58.61
+left_branch_island_simple_question: 40.38
+matrix_question_npi_licensor_present: 12.81
+npi_present_1: 47.74
+npi_present_2: 57.33
+only_npi_licensor_present: 47.39
+only_npi_scope: 47.79
+passive_1: 79.05
+passive_2: 72.31
+principle_A_case_1: 99.89
+principle_A_case_2: 76.83
+principle_A_c_command: 51.48
+principle_A_domain_1: 84.79
+principle_A_domain_2: 61.31
+principle_A_domain_3: 52.71
+principle_A_reconstruction: 34.02
+regular_plural_subject_verb_agreement_1: 67.30
+regular_plural_subject_verb_agreement_2: 68.04
+sentential_negation_npi_licensor_present: 98.91
+sentential_negation_npi_scope: 48.79
+sentential_subject_island: 44.33
+superlative_quantifiers_1: 48.83
+superlative_quantifiers_2: 85.50
+tough_vs_raising_1: 40.51
+tough_vs_raising_2: 70.54
+transitive: 61.41
+wh_island: 32.81
+wh_questions_object_gap: 49.48
+wh_questions_subject_gap: 82.29
+wh_questions_subject_gap_long_distance: 89.38
+wh_vs_that_no_gap: 93.15
+wh_vs_that_no_gap_long_distance: 95.77
+wh_vs_that_with_gap: 16.00
+wh_vs_that_with_gap_long_distance: 4.40
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 48.09
+anaphor_agreement: 79.86
+s-selection: 70.19
+argument_structure: 64.77
+determiner_noun_agreement: 75.27
+subject_verb_agreement: 58.86
+ellipsis: 55.71
+control_raising: 62.71
+quantifiers: 66.58
+irregular_forms: 82.55
+npi_licensing: 51.57
+binding: 65.47
+filler_gap_dependency: 60.80
+
+### AVERAGE ACCURACY
+62.63
+

results/hf_loop2_T1_s2/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 33.11
+ambiref_1_ops: 40.53
+ambiref_2_ops: 44.04
+ambiref_3_ops: 45.20
+ambiref_4_ops: 45.37
+ambiref_5_ops: 52.41
+move_contents_0_ops: 29.75
+move_contents_1_ops: 39.27
+move_contents_2_ops: 44.46
+move_contents_3_ops: 44.72
+move_contents_4_ops: 47.45
+move_contents_5_ops: 41.67
+regular_0_ops: 28.88
+regular_1_ops: 40.20
+regular_2_ops: 43.73
+regular_3_ops: 43.40
+regular_4_ops: 44.37
+regular_5_ops: 47.80
+regular: 41.39
+ambiref: 43.44
+move_contents: 41.22
+
+### AVERAGE ACCURACY
+42.02
+

results/hf_loop2_T1_s3/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 58.82
+morphology: 67.94
+syntax/semantics: 63.60
+semantics: 54.22
+
+### UID ACCURACY
+adjunct_island: 58.84
+anaphor_gender_agreement: 75.49
+anaphor_number_agreement: 76.48
+animate_subject_passive: 60.34
+animate_subject_trans: 81.47
+causative: 45.35
+complex_NP_island: 45.98
+coordinate_structure_constraint_complex_left_branch: 35.98
+coordinate_structure_constraint_object_extraction: 60.91
+determiner_noun_agreement_1: 72.98
+determiner_noun_agreement_2: 79.05
+determiner_noun_agreement_irregular_1: 70.48
+determiner_noun_agreement_irregular_2: 74.15
+determiner_noun_agreement_with_adjective_1: 66.67
+determiner_noun_agreement_with_adj_2: 69.08
+determiner_noun_agreement_with_adj_irregular_1: 66.71
+determiner_noun_agreement_with_adj_irregular_2: 65.71
+distractor_agreement_relational_noun: 43.53
+distractor_agreement_relative_clause: 35.25
+drop_argument: 69.89
+ellipsis_n_bar_1: 44.39
+ellipsis_n_bar_2: 56.64
+existential_there_object_raising: 67.73
+existential_there_quantifiers_1: 82.47
+existential_there_quantifiers_2: 33.15
+existential_there_subject_raising: 67.86
+expletive_it_object_raising: 69.83
+inchoative: 45.61
+intransitive: 61.18
+irregular_past_participle_adjectives: 63.48
+irregular_past_participle_verbs: 76.65
+irregular_plural_subject_verb_agreement_1: 66.54
+irregular_plural_subject_verb_agreement_2: 76.91
+left_branch_island_echo_question: 63.36
+left_branch_island_simple_question: 40.80
+matrix_question_npi_licensor_present: 7.43
+npi_present_1: 49.17
+npi_present_2: 52.30
+only_npi_licensor_present: 63.72
+only_npi_scope: 66.67
+passive_1: 75.00
+passive_2: 70.43
+principle_A_case_1: 100.00
+principle_A_case_2: 66.23
+principle_A_c_command: 54.97
+principle_A_domain_1: 94.31
+principle_A_domain_2: 57.27
+principle_A_domain_3: 51.33
+principle_A_reconstruction: 34.44
+regular_plural_subject_verb_agreement_1: 69.21
+regular_plural_subject_verb_agreement_2: 69.63
+sentential_negation_npi_licensor_present: 98.48
+sentential_negation_npi_scope: 47.30
+sentential_subject_island: 38.09
+superlative_quantifiers_1: 48.31
+superlative_quantifiers_2: 53.65
+tough_vs_raising_1: 45.57
+tough_vs_raising_2: 70.87
+transitive: 63.13
+wh_island: 55.83
+wh_questions_object_gap: 59.72
+wh_questions_subject_gap: 85.30
+wh_questions_subject_gap_long_distance: 87.16
+wh_vs_that_no_gap: 92.22
+wh_vs_that_no_gap_long_distance: 91.20
+wh_vs_that_with_gap: 31.99
+wh_vs_that_with_gap_long_distance: 11.98
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 50.07
+anaphor_agreement: 75.97
+s-selection: 71.07
+argument_structure: 61.74
+determiner_noun_agreement: 70.73
+subject_verb_agreement: 60.60
+ellipsis: 50.61
+control_raising: 63.97
+quantifiers: 54.41
+irregular_forms: 69.99
+npi_licensing: 54.80
+binding: 65.13
+filler_gap_dependency: 65.08
+
+### AVERAGE ACCURACY
+61.70
+

results/hf_loop2_T1_s3/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 21.42
+ambiref_1_ops: 16.31
+ambiref_2_ops: 15.23
+ambiref_3_ops: 16.89
+ambiref_4_ops: 16.91
+ambiref_5_ops: 19.79
+move_contents_0_ops: 21.98
+move_contents_1_ops: 19.80
+move_contents_2_ops: 19.01
+move_contents_3_ops: 17.82
+move_contents_4_ops: 20.79
+move_contents_5_ops: 23.08
+regular_0_ops: 18.65
+regular_1_ops: 13.01
+regular_2_ops: 17.33
+regular_3_ops: 17.49
+regular_4_ops: 17.08
+regular_5_ops: 20.75
+regular: 17.39
+ambiref: 17.76
+move_contents: 20.41
+
+### AVERAGE ACCURACY
+18.52
+

results/hf_loop2_T2/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 31.14
+ambiref_1_ops: 37.73
+ambiref_2_ops: 43.54
+ambiref_3_ops: 45.36
+ambiref_4_ops: 40.65
+ambiref_5_ops: 51.34
+move_contents_0_ops: 32.23
+move_contents_1_ops: 36.47
+move_contents_2_ops: 45.29
+move_contents_3_ops: 47.36
+move_contents_4_ops: 42.91
+move_contents_5_ops: 40.38
+regular_0_ops: 29.87
+regular_1_ops: 42.34
+regular_2_ops: 43.56
+regular_3_ops: 42.90
+regular_4_ops: 45.42
+regular_5_ops: 49.69
+regular: 42.30
+ambiref: 41.63
+move_contents: 40.77
+
+### AVERAGE ACCURACY
+41.57
+

results/hf_loop2_T2_s1/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 19.77
+ambiref_1_ops: 17.46
+ambiref_2_ops: 17.72
+ambiref_3_ops: 21.85
+ambiref_4_ops: 21.30
+ambiref_5_ops: 29.95
+move_contents_0_ops: 25.95
+move_contents_1_ops: 18.65
+move_contents_2_ops: 19.67
+move_contents_3_ops: 18.48
+move_contents_4_ops: 15.88
+move_contents_5_ops: 31.41
+regular_0_ops: 22.44
+regular_1_ops: 13.84
+regular_2_ops: 18.15
+regular_3_ops: 19.97
+regular_4_ops: 20.07
+regular_5_ops: 16.35
+regular: 18.47
+ambiref: 21.34
+move_contents: 21.67
+
+### AVERAGE ACCURACY
+20.49
+

results/hf_loop2_T2_s2/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 32.13
+ambiref_1_ops: 33.61
+ambiref_2_ops: 37.09
+ambiref_3_ops: 40.07
+ambiref_4_ops: 38.05
+ambiref_5_ops: 52.94
+move_contents_0_ops: 31.74
+move_contents_1_ops: 34.65
+move_contents_2_ops: 38.35
+move_contents_3_ops: 36.14
+move_contents_4_ops: 39.13
+move_contents_5_ops: 39.74
+regular_0_ops: 27.72
+regular_1_ops: 33.28
+regular_2_ops: 38.61
+regular_3_ops: 39.60
+regular_4_ops: 38.91
+regular_5_ops: 44.65
+regular: 37.13
+ambiref: 38.98
+move_contents: 36.62
+
+### AVERAGE ACCURACY
+37.58
+

results/hf_loop2_T2_s3/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 31.30
+ambiref_1_ops: 28.83
+ambiref_2_ops: 31.46
+ambiref_3_ops: 34.60
+ambiref_4_ops: 28.13
+ambiref_5_ops: 40.64
+move_contents_0_ops: 27.77
+move_contents_1_ops: 25.25
+move_contents_2_ops: 27.60
+move_contents_3_ops: 25.25
+move_contents_4_ops: 30.25
+move_contents_5_ops: 33.33
+regular_0_ops: 25.74
+regular_1_ops: 16.97
+regular_2_ops: 27.23
+regular_3_ops: 27.39
+regular_4_ops: 26.58
+regular_5_ops: 39.62
+regular: 27.26
+ambiref: 32.49
+move_contents: 28.24
+
+### AVERAGE ACCURACY
+29.33
+

results/hf_loop2_T4/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 30.31
+ambiref_1_ops: 34.43
+ambiref_2_ops: 38.41
+ambiref_3_ops: 41.39
+ambiref_4_ops: 31.38
+ambiref_5_ops: 44.39
+move_contents_0_ops: 32.40
+move_contents_1_ops: 32.51
+move_contents_2_ops: 40.66
+move_contents_3_ops: 42.08
+move_contents_4_ops: 38.37
+move_contents_5_ops: 37.82
+regular_0_ops: 28.88
+regular_1_ops: 31.14
+regular_2_ops: 38.61
+regular_3_ops: 35.81
+regular_4_ops: 38.91
+regular_5_ops: 40.25
+regular: 35.60
+ambiref: 36.72
+move_contents: 37.31
+
+### AVERAGE ACCURACY
+36.54
+

results/hf_loop2_T4_s1/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 14.50
+ambiref_1_ops: 13.84
+ambiref_2_ops: 16.23
+ambiref_3_ops: 18.21
+ambiref_4_ops: 19.19
+ambiref_5_ops: 18.72
+move_contents_0_ops: 19.50
+move_contents_1_ops: 15.02
+move_contents_2_ops: 13.39
+move_contents_3_ops: 15.68
+move_contents_4_ops: 13.99
+move_contents_5_ops: 23.72
+regular_0_ops: 20.63
+regular_1_ops: 9.88
+regular_2_ops: 15.35
+regular_3_ops: 17.49
+regular_4_ops: 14.61
+regular_5_ops: 10.69
+regular: 14.78
+ambiref: 16.78
+move_contents: 16.88
+
+### AVERAGE ACCURACY
+16.15
+

results/hf_loop2_T4_s2/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 28.01
+ambiref_1_ops: 23.89
+ambiref_2_ops: 25.33
+ambiref_3_ops: 29.64
+ambiref_4_ops: 28.29
+ambiref_5_ops: 37.43
+move_contents_0_ops: 30.25
+move_contents_1_ops: 23.93
+move_contents_2_ops: 28.60
+move_contents_3_ops: 24.92
+move_contents_4_ops: 25.71
+move_contents_5_ops: 25.00
+regular_0_ops: 23.93
+regular_1_ops: 20.76
+regular_2_ops: 26.40
+regular_3_ops: 30.20
+regular_4_ops: 29.93
+regular_5_ops: 30.19
+regular: 26.90
+ambiref: 28.76
+move_contents: 26.40
+
+### AVERAGE ACCURACY
+27.35
+

results/hf_loop2_T4_s3/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 30.81
+ambiref_1_ops: 30.97
+ambiref_2_ops: 35.26
+ambiref_3_ops: 36.09
+ambiref_4_ops: 31.22
+ambiref_5_ops: 44.92
+move_contents_0_ops: 24.96
+move_contents_1_ops: 20.79
+move_contents_2_ops: 26.12
+move_contents_3_ops: 23.10
+move_contents_4_ops: 30.06
+move_contents_5_ops: 27.56
+regular_0_ops: 26.07
+regular_1_ops: 21.42
+regular_2_ops: 24.42
+regular_3_ops: 27.39
+regular_4_ops: 28.70
+regular_5_ops: 38.36
+regular: 27.73
+ambiref: 34.88
+move_contents: 25.43
+
+### AVERAGE ACCURACY
+29.35
+

results/hf_loop2_novg_s3/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 63.20
+morphology: 73.56
+syntax/semantics: 65.14
+semantics: 60.53
+
+### UID ACCURACY
+adjunct_island: 74.03
+anaphor_gender_agreement: 81.36
+anaphor_number_agreement: 85.28
+animate_subject_passive: 62.57
+animate_subject_trans: 84.40
+causative: 51.22
+complex_NP_island: 56.62
+coordinate_structure_constraint_complex_left_branch: 37.86
+coordinate_structure_constraint_object_extraction: 66.28
+determiner_noun_agreement_1: 86.87
+determiner_noun_agreement_2: 84.75
+determiner_noun_agreement_irregular_1: 74.89
+determiner_noun_agreement_irregular_2: 81.46
+determiner_noun_agreement_with_adjective_1: 82.74
+determiner_noun_agreement_with_adj_2: 75.56
+determiner_noun_agreement_with_adj_irregular_1: 74.93
+determiner_noun_agreement_with_adj_irregular_2: 74.29
+distractor_agreement_relational_noun: 59.01
+distractor_agreement_relative_clause: 42.25
+drop_argument: 73.37
+ellipsis_n_bar_1: 70.07
+ellipsis_n_bar_2: 66.30
+existential_there_object_raising: 67.36
+existential_there_quantifiers_1: 92.26
+existential_there_quantifiers_2: 45.33
+existential_there_subject_raising: 75.87
+expletive_it_object_raising: 67.46
+inchoative: 48.77
+intransitive: 66.01
+irregular_past_participle_adjectives: 68.47
+irregular_past_participle_verbs: 78.13
+irregular_plural_subject_verb_agreement_1: 65.80
+irregular_plural_subject_verb_agreement_2: 75.22
+left_branch_island_echo_question: 51.43
+left_branch_island_simple_question: 52.05
+matrix_question_npi_licensor_present: 13.99
+npi_present_1: 32.56
+npi_present_2: 47.70
+only_npi_licensor_present: 59.52
+only_npi_scope: 62.60
+passive_1: 76.67
+passive_2: 75.08
+principle_A_case_1: 99.89
+principle_A_case_2: 70.27
+principle_A_c_command: 57.19
+principle_A_domain_1: 94.53
+principle_A_domain_2: 64.59
+principle_A_domain_3: 53.45
+principle_A_reconstruction: 37.23
+regular_plural_subject_verb_agreement_1: 61.91
+regular_plural_subject_verb_agreement_2: 66.88
+sentential_negation_npi_licensor_present: 99.46
+sentential_negation_npi_scope: 46.15
+sentential_subject_island: 36.63
+superlative_quantifiers_1: 64.66
+superlative_quantifiers_2: 86.71
+tough_vs_raising_1: 43.78
+tough_vs_raising_2: 74.02
+transitive: 66.94
+wh_island: 55.31
+wh_questions_object_gap: 67.64
+wh_questions_subject_gap: 84.86
+wh_questions_subject_gap_long_distance: 88.91
+wh_vs_that_no_gap: 94.31
+wh_vs_that_no_gap_long_distance: 95.66
+wh_vs_that_with_gap: 34.71
+wh_vs_that_with_gap_long_distance: 12.64
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 53.75
+anaphor_agreement: 83.28
+s-selection: 73.65
+argument_structure: 65.66
+determiner_noun_agreement: 79.77
+subject_verb_agreement: 61.97
+ellipsis: 68.16
+control_raising: 65.46
+quantifiers: 72.49
+irregular_forms: 73.25
+npi_licensing: 51.54
+binding: 67.79
+filler_gap_dependency: 67.78
+
+### AVERAGE ACCURACY
+66.07
+

results/hf_loop2_novg_s3/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 25.54
+ambiref_1_ops: 29.82
+ambiref_2_ops: 32.45
+ambiref_3_ops: 33.44
+ambiref_4_ops: 26.83
+ambiref_5_ops: 39.04
+move_contents_0_ops: 27.27
+move_contents_1_ops: 22.11
+move_contents_2_ops: 25.62
+move_contents_3_ops: 23.27
+move_contents_4_ops: 21.74
+move_contents_5_ops: 23.08
+regular_0_ops: 23.60
+regular_1_ops: 24.38
+regular_2_ops: 25.41
+regular_3_ops: 23.76
+regular_4_ops: 22.54
+regular_5_ops: 25.79
+regular: 24.25
+ambiref: 31.19
+move_contents: 23.85
+
+### AVERAGE ACCURACY
+26.43
+

results/hf_loop2_novg_s3_ti1/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 27.35
+ambiref_1_ops: 38.88
+ambiref_2_ops: 41.23
+ambiref_3_ops: 45.20
+ambiref_4_ops: 41.14
+ambiref_5_ops: 49.73
+move_contents_0_ops: 30.74
+move_contents_1_ops: 39.27
+move_contents_2_ops: 44.46
+move_contents_3_ops: 42.90
+move_contents_4_ops: 43.86
+move_contents_5_ops: 37.82
+regular_0_ops: 29.21
+regular_1_ops: 38.71
+regular_2_ops: 42.08
+regular_3_ops: 36.80
+regular_4_ops: 38.91
+regular_5_ops: 46.54
+regular: 38.71
+ambiref: 40.59
+move_contents: 39.84
+
+### AVERAGE ACCURACY
+39.71
+

results/hf_loop2_novg_ti1/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 24.71
+ambiref_1_ops: 28.17
+ambiref_2_ops: 27.65
+ambiref_3_ops: 28.48
+ambiref_4_ops: 33.50
+ambiref_5_ops: 29.41
+move_contents_0_ops: 28.60
+move_contents_1_ops: 28.71
+move_contents_2_ops: 31.57
+move_contents_3_ops: 33.50
+move_contents_4_ops: 30.81
+move_contents_5_ops: 34.62
+regular_0_ops: 23.93
+regular_1_ops: 27.18
+regular_2_ops: 30.03
+regular_3_ops: 29.87
+regular_4_ops: 29.75
+regular_5_ops: 35.22
+regular: 29.33
+ambiref: 28.65
+move_contents: 31.30
+
+### AVERAGE ACCURACY
+29.76
+

results/hf_loop2_sever/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 63.39
+morphology: 72.81
+syntax/semantics: 63.29
+semantics: 59.95
+
+### UID ACCURACY
+adjunct_island: 70.47
+anaphor_gender_agreement: 80.54
+anaphor_number_agreement: 85.07
+animate_subject_passive: 70.84
+animate_subject_trans: 81.26
+causative: 50.61
+complex_NP_island: 46.22
+coordinate_structure_constraint_complex_left_branch: 51.43
+coordinate_structure_constraint_object_extraction: 61.22
+determiner_noun_agreement_1: 86.33
+determiner_noun_agreement_2: 83.24
+determiner_noun_agreement_irregular_1: 74.01
+determiner_noun_agreement_irregular_2: 82.20
+determiner_noun_agreement_with_adjective_1: 82.10
+determiner_noun_agreement_with_adj_2: 73.96
+determiner_noun_agreement_with_adj_irregular_1: 75.35
+determiner_noun_agreement_with_adj_irregular_2: 77.62
+distractor_agreement_relational_noun: 53.17
+distractor_agreement_relative_clause: 35.94
+drop_argument: 70.87
+ellipsis_n_bar_1: 67.46
+ellipsis_n_bar_2: 65.46
+existential_there_object_raising: 73.15
+existential_there_quantifiers_1: 94.41
+existential_there_quantifiers_2: 43.03
+existential_there_subject_raising: 69.37
+expletive_it_object_raising: 70.22
+inchoative: 44.56
+intransitive: 62.44
+irregular_past_participle_adjectives: 68.26
+irregular_past_participle_verbs: 76.11
+irregular_plural_subject_verb_agreement_1: 66.42
+irregular_plural_subject_verb_agreement_2: 73.09
+left_branch_island_echo_question: 62.62
+left_branch_island_simple_question: 63.09
+matrix_question_npi_licensor_present: 16.15
+npi_present_1: 47.41
+npi_present_2: 41.79
+only_npi_licensor_present: 68.59
+only_npi_scope: 62.25
+passive_1: 75.83
+passive_2: 72.09
+principle_A_case_1: 100.00
+principle_A_case_2: 74.75
+principle_A_c_command: 53.49
+principle_A_domain_1: 90.37
+principle_A_domain_2: 64.15
+principle_A_domain_3: 54.09
+principle_A_reconstruction: 30.51
+regular_plural_subject_verb_agreement_1: 67.64
+regular_plural_subject_verb_agreement_2: 65.40
+sentential_negation_npi_licensor_present: 94.99
+sentential_negation_npi_scope: 36.17
+sentential_subject_island: 40.48
+superlative_quantifiers_1: 57.92
+superlative_quantifiers_2: 74.34
+tough_vs_raising_1: 37.13
+tough_vs_raising_2: 74.67
+transitive: 65.78
+wh_island: 57.71
+wh_questions_object_gap: 75.32
+wh_questions_subject_gap: 84.97
+wh_questions_subject_gap_long_distance: 87.98
+wh_vs_that_no_gap: 96.40
+wh_vs_that_no_gap_long_distance: 97.71
+wh_vs_that_with_gap: 24.48
+wh_vs_that_with_gap_long_distance: 6.04
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 56.77
+anaphor_agreement: 82.75
+s-selection: 76.13
+argument_structure: 63.37
+determiner_noun_agreement: 79.64
+subject_verb_agreement: 60.46
+ellipsis: 66.44
+control_raising: 64.34
+quantifiers: 67.52
+irregular_forms: 72.15
+npi_licensing: 52.34
+binding: 66.34
+filler_gap_dependency: 66.82
+
+### AVERAGE ACCURACY
+65.50
+

results/hf_loop2_sever/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 30.15
+ambiref_1_ops: 36.90
+ambiref_2_ops: 40.40
+ambiref_3_ops: 44.21
+ambiref_4_ops: 34.80
+ambiref_5_ops: 54.01
+move_contents_0_ops: 32.56
+move_contents_1_ops: 34.98
+move_contents_2_ops: 44.63
+move_contents_3_ops: 45.38
+move_contents_4_ops: 39.70
+move_contents_5_ops: 41.03
+regular_0_ops: 30.03
+regular_1_ops: 36.24
+regular_2_ops: 41.91
+regular_3_ops: 37.46
+regular_4_ops: 42.78
+regular_5_ops: 44.65
+regular: 38.85
+ambiref: 40.08
+move_contents: 39.71
+
+### AVERAGE ACCURACY
+39.55
+

results/hf_loop2_sever_s1/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 63.51
+morphology: 75.56
+syntax/semantics: 65.20
+semantics: 55.53
+
+### UID ACCURACY
+adjunct_island: 72.74
+anaphor_gender_agreement: 76.93
+anaphor_number_agreement: 90.12
+animate_subject_passive: 62.91
+animate_subject_trans: 83.42
+causative: 51.22
+complex_NP_island: 48.11
+coordinate_structure_constraint_complex_left_branch: 45.36
+coordinate_structure_constraint_object_extraction: 61.33
+determiner_noun_agreement_1: 87.73
+determiner_noun_agreement_2: 80.45
+determiner_noun_agreement_irregular_1: 73.27
+determiner_noun_agreement_irregular_2: 84.39
+determiner_noun_agreement_with_adjective_1: 82.85
+determiner_noun_agreement_with_adj_2: 78.21
+determiner_noun_agreement_with_adj_irregular_1: 78.41
+determiner_noun_agreement_with_adj_irregular_2: 79.76
+distractor_agreement_relational_noun: 51.90
+distractor_agreement_relative_clause: 39.49
+drop_argument: 70.00
+ellipsis_n_bar_1: 60.22
+ellipsis_n_bar_2: 64.01
+existential_there_object_raising: 70.81
+existential_there_quantifiers_1: 90.32
+existential_there_quantifiers_2: 39.19
+existential_there_subject_raising: 74.13
+expletive_it_object_raising: 71.41
+inchoative: 44.91
+intransitive: 59.22
+irregular_past_participle_adjectives: 87.20
+irregular_past_participle_verbs: 81.21
+irregular_plural_subject_verb_agreement_1: 71.27
+irregular_plural_subject_verb_agreement_2: 78.14
+left_branch_island_echo_question: 62.51
+left_branch_island_simple_question: 58.57
+matrix_question_npi_licensor_present: 14.21
+npi_present_1: 56.77
+npi_present_2: 40.81
+only_npi_licensor_present: 45.92
+only_npi_scope: 62.60
+passive_1: 78.45
+passive_2: 75.86
+principle_A_case_1: 99.89
+principle_A_case_2: 77.38
+principle_A_c_command: 57.19
+principle_A_domain_1: 98.14
+principle_A_domain_2: 66.89
+principle_A_domain_3: 51.12
+principle_A_reconstruction: 39.81
+regular_plural_subject_verb_agreement_1: 66.07
+regular_plural_subject_verb_agreement_2: 66.98
+sentential_negation_npi_licensor_present: 96.08
+sentential_negation_npi_scope: 36.28
+sentential_subject_island: 42.14
+superlative_quantifiers_1: 35.75
+superlative_quantifiers_2: 79.72
+tough_vs_raising_1: 42.62
+tough_vs_raising_2: 67.61
+transitive: 63.36
+wh_island: 64.17
+wh_questions_object_gap: 77.30
+wh_questions_subject_gap: 87.19
+wh_questions_subject_gap_long_distance: 89.26
+wh_vs_that_no_gap: 92.68
+wh_vs_that_no_gap_long_distance: 96.34
+wh_vs_that_with_gap: 37.00
+wh_vs_that_with_gap_long_distance: 6.70
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 57.00
+anaphor_agreement: 83.39
+s-selection: 73.32
+argument_structure: 63.49
+determiner_noun_agreement: 80.92
+subject_verb_agreement: 62.50
+ellipsis: 62.15
+control_raising: 64.82
+quantifiers: 61.30
+irregular_forms: 84.24
+npi_licensing: 50.30
+binding: 69.66
+filler_gap_dependency: 68.85
+
+### AVERAGE ACCURACY
+66.03
+

results/hf_loop2_sever_s1/zero_shot/causal/entity_tracking/entity_tracking/best_temperature_report.txt

@@ -0,0 +1,28 @@
+TEMPERATURE: 1.00
+
+### UID ACCURACY
+ambiref_0_ops: 15.16
+ambiref_1_ops: 13.18
+ambiref_2_ops: 14.90
+ambiref_3_ops: 18.05
+ambiref_4_ops: 19.51
+ambiref_5_ops: 22.46
+move_contents_0_ops: 21.32
+move_contents_1_ops: 14.19
+move_contents_2_ops: 13.88
+move_contents_3_ops: 13.04
+move_contents_4_ops: 12.67
+move_contents_5_ops: 24.36
+regular_0_ops: 20.13
+regular_1_ops: 10.21
+regular_2_ops: 15.51
+regular_3_ops: 17.82
+regular_4_ops: 14.26
+regular_5_ops: 12.58
+regular: 15.09
+ambiref: 17.21
+move_contents: 16.58
+
+### AVERAGE ACCURACY
+16.29
+

results/hf_loop2_sever_s2/zero_shot/causal/blimp/blimp_filtered/best_temperature_report.txt

@@ -0,0 +1,95 @@
+TEMPERATURE: 1.00
+
+### FIELD ACCURACY
+syntax: 63.57
+morphology: 75.46
+syntax/semantics: 63.47
+semantics: 62.05
+
+### UID ACCURACY
+adjunct_island: 77.37
+anaphor_gender_agreement: 73.43
+anaphor_number_agreement: 87.54
+animate_subject_passive: 64.58
+animate_subject_trans: 82.88
+causative: 50.00
+complex_NP_island: 52.72
+coordinate_structure_constraint_complex_left_branch: 48.01
+coordinate_structure_constraint_object_extraction: 65.12
+determiner_noun_agreement_1: 88.16
+determiner_noun_agreement_2: 88.40
+determiner_noun_agreement_irregular_1: 73.27
+determiner_noun_agreement_irregular_2: 83.66
+determiner_noun_agreement_with_adjective_1: 83.28
+determiner_noun_agreement_with_adj_2: 80.45
+determiner_noun_agreement_with_adj_irregular_1: 75.77
+determiner_noun_agreement_with_adj_irregular_2: 77.14
+distractor_agreement_relational_noun: 51.14
+distractor_agreement_relative_clause: 37.89
+drop_argument: 73.80
+ellipsis_n_bar_1: 65.34
+ellipsis_n_bar_2: 68.24
+existential_there_object_raising: 69.21
+existential_there_quantifiers_1: 95.48
+existential_there_quantifiers_2: 47.53
+existential_there_subject_raising: 76.30
+expletive_it_object_raising: 66.53
+inchoative: 48.54
+intransitive: 66.13
+irregular_past_participle_adjectives: 75.55
+irregular_past_participle_verbs: 86.31
+irregular_plural_subject_verb_agreement_1: 71.39
+irregular_plural_subject_verb_agreement_2: 75.11
+left_branch_island_echo_question: 57.76
+left_branch_island_simple_question: 56.89
+matrix_question_npi_licensor_present: 19.81
+npi_present_1: 40.70
+npi_present_2: 48.91
+only_npi_licensor_present: 54.88
+only_npi_scope: 53.76
+passive_1: 82.02
+passive_2: 72.20
+principle_A_case_1: 100.00
+principle_A_case_2: 74.10
+principle_A_c_command: 48.94
+principle_A_domain_1: 93.22
+principle_A_domain_2: 62.73
+principle_A_domain_3: 53.35
+principle_A_reconstruction: 35.06
+regular_plural_subject_verb_agreement_1: 73.15
+regular_plural_subject_verb_agreement_2: 70.37
+sentential_negation_npi_licensor_present: 99.78
+sentential_negation_npi_scope: 45.92
+sentential_subject_island: 39.75
+superlative_quantifiers_1: 54.24
+superlative_quantifiers_2: 94.62
+tough_vs_raising_1: 35.86
+tough_vs_raising_2: 76.41
+transitive: 63.25
+wh_island: 53.65
+wh_questions_object_gap: 71.25
+wh_questions_subject_gap: 88.53
+wh_questions_subject_gap_long_distance: 90.20
+wh_vs_that_no_gap: 95.93
+wh_vs_that_no_gap_long_distance: 97.94
+wh_vs_that_with_gap: 20.78
+wh_vs_that_with_gap_long_distance: 6.59
+
+### LINGUISTICS_TERM ACCURACY
+island_effects: 56.42
+anaphor_agreement: 80.34
+s-selection: 73.87
+argument_structure: 65.33
+determiner_noun_agreement: 81.75
+subject_verb_agreement: 63.45
+ellipsis: 66.81
+control_raising: 64.52
+quantifiers: 73.17
+irregular_forms: 80.87
+npi_licensing: 51.94
+binding: 66.36
+filler_gap_dependency: 66.58
+
+### AVERAGE ACCURACY
+66.55
+