Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and
  XAI Evaluation   We introduce Doctor XAvIer, a BERT-based diagnostic system that extracts
relevant clinical data from transcribed patient-doctor dialogues and explains
predictions using feature attribution methods. We present a novel performance
plot and evaluation metric for feature attribution methods: Feature Attribution
Dropping (FAD) curve and its Normalized Area Under the Curve (N-AUC). FAD curve
analysis shows that integrated gradients outperforms Shapley values in
explaining diagnosis classification. Doctor XAvIer outperforms the baseline
with 0.97 F1-score in named entity recognition and symptom pertinence
classification and 0.91 F1-score in diagnosis classification.

17
The categories of this paper are: q-fin
9
The categories of this paper are: nlin
12
The categories of this paper are: nucl-th
14
The categories of this paper are: math-ph
27
The categories of this paper are: comp-gas
15
The categories of this paper are: nucl-ex
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The categories of this paper are: eess
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The categories of this paper are: stat
11
The categories of this paper are: hep-lat
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The categories of this paper are: bayes-an
2
The categories of this paper are: math
20
The categories of this paper are: acc-phys
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The categories of this paper are: q-alg
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The categories of this paper are: hep-th
10
The categories of this paper are: q-bio
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The categories of this paper are: funct-an