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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+confusion_matrix.png filter=lfs diff=lfs merge=lfs -text

config.yaml

@@ -0,0 +1,24 @@
+add_speaker_info: true
+ctx_size: 2
+data_dir: data/processed/
+dropout: 0.1
+eval_batch_size: 8
+learning_rate: 1.0e-05
+log_interval: 10
+lstm_hidden_size: 256
+lstm_num_layers: 1
+max_grad_norm: 1.0
+max_length: 64
+model_type: simple
+num_epochs: 6
+pseudo_data_dir: results/pseudo_labeled/CCMS-YearIII
+pseudo_label_ratio: 1.5
+save_dir: data/results/models/
+seed: 42
+synthetic_data_ratio: 2.0
+synthetic_datafile: data/processed/synthetic_data.csv
+train_batch_size: 8
+transformer_name: FacebookAI/roberta-base
+use_class_weights: true
+use_crf: false
+warmup_steps: 200

confusion_matrix.csv

@@ -0,0 +1,9 @@
+5,0,2,0,0,3,0,0,0
+0,6,0,1,0,5,0,0,0
+0,1,12,4,0,0,0,0,0
+0,2,0,18,0,0,0,0,0
+4,2,8,0,16,0,0,1,0
+1,2,1,0,1,25,1,0,0
+0,0,0,0,0,0,9,1,0
+0,0,0,0,0,0,4,45,3
+0,0,0,0,0,0,0,1,6

error_analysis.csv

@@ -0,0 +1,49 @@
+index,true_label,predicted_label
+3,P,Fq
+5,Fy,Fq
+6,P,Fq
+8,Fs,Fy
+9,P,E
+20,E,Q
+24,Fs,Fy
+34,Rs,Rq
+45,Fq,Q
+47,Fq,Fy
+50,Fs,Fy
+58,Rs,Rq
+60,Q,Fq
+63,Q,E
+64,Rs,Rq
+67,E,Fs
+72,E,Fs
+77,Fq,Q
+83,E,Q
+87,Fq,Q
+93,Q,Fq
+96,Fq,Q
+99,Fq,Q
+101,Fs,Fy
+104,E,Q
+106,Fy,Fq
+114,P,E
+116,P,Rs
+122,Fs,Fq
+124,P,Fs
+128,P,Fs
+131,Rq,Rs
+132,P,Fs
+135,Rs,Ry
+136,P,Fs
+137,P,E
+138,P,E
+139,Q,Rq
+145,Ry,Rs
+146,P,Fs
+147,Rs,Ry
+148,P,Fs
+149,P,Fs
+152,Rs,Ry
+165,Q,P
+173,P,Fs
+174,Q,Fs
+180,Rs,Rq

model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bddc78eafa49fbf8a86cc8649d685366973b91f2ccfd947f7aea8b9727f899ac
+size 1037604795