golsun/DialogRPT
EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"
Provides five specialized transformer-based ranking models trained on 100+ million Reddit conversations to predict human feedback signals (upvotes, reply counts, thread depth) and distinguish human-written from machine-generated responses. Supports response re-ranking for dialogue generation systems like DialoGPT through context-response pair scoring, with both individual rankers and ensemble configurations available via PyTorch or HuggingFace integration.
345 stars. No commits in the last 6 months.
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Python
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MIT
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Last pushed
Nov 11, 2024
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