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Added metrics for genai text #2514

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merged 19 commits into from
Jan 29, 2024

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kartik727
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Added AI-assisted metrics like coherence, fluency, etc. for generative text task types.

@kartik727 kartik727 marked this pull request as draft January 26, 2024 21:28
Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu>
Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu>
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codecov-commenter commented Jan 26, 2024

Codecov Report

Attention: 35 lines in your changes are missing coverage. Please review.

Comparison is base (66e33cb) 88.98% compared to head (9173474) 80.88%.

Files Patch % Lines
...leai_text/utils/genai_metrics/scripts/coherence.py 75.00% 6 Missing ⚠️
...ai_text/utils/genai_metrics/scripts/equivalence.py 75.00% 6 Missing ⚠️
...ibleai_text/utils/genai_metrics/scripts/fluency.py 75.00% 6 Missing ⚠️
...i_text/utils/genai_metrics/scripts/groundedness.py 75.00% 6 Missing ⚠️
...leai_text/utils/genai_metrics/scripts/relevance.py 75.00% 6 Missing ⚠️
...bleai_text/utils/genai_metrics/scripts/_compute.py 86.95% 3 Missing ⚠️
.../responsibleai_text/utils/genai_metrics/metrics.py 84.61% 2 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #2514      +/-   ##
==========================================
- Coverage   88.98%   80.88%   -8.10%     
==========================================
  Files         134       34     -100     
  Lines        7745     2480    -5265     
==========================================
- Hits         6892     2006    -4886     
+ Misses        853      474     -379     
Flag Coverage Δ
unittests 80.88% <77.98%> (-8.10%) ⬇️

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@kartik727 kartik727 marked this pull request as ready for review January 26, 2024 22:07
Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu>
Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu>
Signed-off-by: Kartik Choudhary <kartikchoudh@umass.edu>
@imatiach-msft imatiach-msft merged commit 13e1782 into microsoft:main Jan 29, 2024
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3 participants