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GitHub topics: artificial-potential-fields

DolbyUUU/Reinforcement-Calibration-SimCSE

Reinforcement Calibration SimCSE, combining contrastive learning, artificial potential fields, perceptual loss, and RLHF to achieve improved Semantic Textual Similarity (STS) embeddings. PyTorch-based implementations of PerceptualBERT and ForceBasedInfoNCE, along with fine-tuning capabilities via RLHF and evaluation using SentEval.

Language: Python - Size: 371 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Related Keywords
artificial-potential-fields 1 contrastive-learning 1 nlp 1 rlhf 1 self-supervised-learning 1 semantic-textual-similarity 1 sentence-embeddings 1 senteval 1 simcse 1