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Sentence Simplification (Overall-Rewriting) on Newsela (out-of-domain)
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64.9
LENS Score
PO_Think
58.868
60.434
62
63.566
Dec 6, 2025
LENS Score
Updated 4d ago
Evaluation Results
Method
Method
Links
LENS Score
PO_Think
Backbone=Phi3.8B
2025.12
64.9
PO_Think
Backbone=Qwen7B
2025.12
63.9
PO_Think
Backbone=Qwen14B
2025.12
63.6
PO_Think
Backbone=Llama8B
2025.12
63.2
Vanilla
Backbone=Phi3.8B
2025.12
62.6
Vanilla
Backbone=Qwen14B
2025.12
62.3
Vanilla
Backbone=Llama8B
2025.12
61
GPT-4o
2025.12
60.9
Vanilla
Backbone=Qwen7B
2025.12
59.1
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