code: def get_val_examples(self):
      return self._create_examples(
          lines=read_json_lines(self.path_dict["val_inputs"]),
          labels=self._read_labels(self.path_dict["val_labels"]),
          set_type="val",
      )
  
imports: import numpy
  import torch
  from dataclasses import dataclass
  from typing import List
  from jiant.tasks.core import BaseExample, BaseTokenizedExample, BaseDataRow, BatchMixin, Task, TaskTypes
  from jiant.tasks.lib.templates.shared import labels_to_bimap, add_cls_token, create_input_set_from_tokens_and_segments
  from jiant.tasks.utils import truncate_sequences
  from jiant.utils.python.io import read_json_lines
label_desc: Use image node_id 2 for calling the AbductiveNliTask obj's underlying member method code with example usage: obj.get_val_examples() and returns: self