spoiled commited on
Commit
ebb22b3
1 Parent(s): e1974b7

Update README.md

Browse files

add model and dataset description

Files changed (1) hide show
  1. README.md +8 -4
README.md CHANGED
@@ -27,18 +27,22 @@ It achieves the following results on the evaluation set:
27
 
28
  ## Model description
29
 
30
- More information needed
31
 
32
  ## Intended uses & limitations
33
 
34
- More information needed
35
 
36
  ## Training and evaluation data
37
 
38
- More information needed
 
 
 
39
 
40
- ## Training procedure
41
 
 
 
42
  ### Training hyperparameters
43
 
44
  The following hyperparameters were used during training:
 
27
 
28
  ## Model description
29
 
30
+ Negation detector. A roberta used for detecting negation words in sentences. A negation word will get label "Y".
31
 
32
  ## Intended uses & limitations
33
 
34
+ Because the training dataset is small and one sentence is long, maybe some short sentence detection is not that satisfing.
35
 
36
  ## Training and evaluation data
37
 
38
+ Using negation annotation and sentence from CondaQA. You can get the dataset through both github and huggingface.
39
+ github: https://github.com/AbhilashaRavichander/CondaQA
40
+ Common negation cues in CondaQA:
41
+ ['halt', 'inhospitable', 'unhappy', 'unserviceable', 'dislike', 'unaware', 'unfavorable', 'barely', 'unseen', 'unoccupied', 'unreliability', 'insulator', 'stop', 'indistinguishable', 'unrestricted', 'unfairly', 'unsupervised', 'unicameral', 'forbid', 'unforgettable', 'reject', 'uneducated', 'unlimited', 'illegal', 'uncertainty', 'nonhuman', 'unborn', 'unshaven', 'uncanny', 'incomplete', 'unsure', 'unconscious', 'atypical', 'indirectly', 'unloaded', 'disadvantage', 'contrary', 'infrequent', 'unofficial', 'few', 'untouched', 'refuse', 'inequitable', 'disproportionate', 'unexpected', 'displeased', 'unpaved', 'unwieldy', 'not at all', 'absent', 'unnoticed', 'unpleasant', 'unsafe', 'unsigned', 'not', 'inaccurate', 'cannot', 'involuntary', 'unequipped', 'illiterate', 'cease', 'disagreeable', 'prohibit', 'unable', 'unstable', 'uninhabited', 'unclean', 'useless', 'disapprove', 'insensitive', 'in the absence of', 'impractical', 'unorthodox', 'untreated', 'unsuccessful', 'unwitting', 'unfashionable', 'disagreement', 'unmyelinated', 'unfortunate', 'unknown', 'ineffective', 'a lack of', 'instead of', 'refused', 'illegitimate', 'little', 'unpaid', 'fail', 'unintentionally', 'unglazed', "didn't", 'unprocessed', 'inability', 'undeveloped', 'exclude', 'neither', 'except', 'unequivocal', 'unconventional', 'incorrectly', 'unconditional', 'prevent', 'dissimilar', 'uncommon', 'inorganic', 'unquestionable', 'uncoated', 'unassisted', 'unprecedented', 'nonviolent', 'unarmed', 'unpopular', 'inadequate', 'uncomfortable', 'unwilling', 'unaffected', 'unfaithful', 'nobody', 'loss', 'without', 'undamaged', 'nothing', 'could not', 'impossible to', 'unaccompanied', 'unlike', 'oppose', 'compromising', 'unmarried', 'rarely', 'unlighted', 'inexperienced', 'rather than', 'unrelated', 'untied', 'dishonest', 'insecure', 'uneven', 'harmless', 'avoid', 'with the exception of', 'no', 'undefeated', 'no longer', 'inadvertently', 'absence', 'lack', 'unconnected', 'unfinished', 'invalid', 'unnecessary', 'invisibility', 'unusual', 'none', 'incredulous', 'impossible', 'never', 'untrained', 'incorrect', 'immobility', 'unclear', 'impartial', 'unlucky', 'deny', 'uncertain', 'hardly', 'unsaturated', 'informal', 'irregular', 'dissatisfaction']
42
 
 
43
 
44
+ ## Training procedure
45
+ Use code from huggingface source
46
  ### Training hyperparameters
47
 
48
  The following hyperparameters were used during training: