WebEfficient Gender Debiasing of Pre-trained Indic Language Models [0.0] 言語モデルが事前訓練されたデータに存在する性別バイアスは、これらのモデルを使用するシステムに反映される。 本稿では,ヒンディー語モデルにおける職業に関する性別バイアスを測定した。 WebJan 1, 2024 · Besides, retraining a state-of-the-art sentence encoder for debiasing requires a massive amount of computational resources, especially for large-scale deep models like …

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WebApr 3, 2024 · Original Sentence：原始文本不做改动，此时为True. Multiple Documents：随机对50%的句子从其他document中挑选并替换；此时每个句子之间语义不同，为False. Shuffled Sentence：打乱句子顺序，但不改变整个文档语义，为True。 训练阶段使用MOE进 … WebTowards Debiasing Sentence Representations. As natural language processing methods are increasingly deployed in real-world scenarios such as healthcare, legal systems, and … locksmith griffin ga

Most Influential NIPS Papers (2024-04) – Paper Digest

http://multicomp.cs.cmu.edu/towards-debiasing-sentence-representations/ WebIn this paper, we investigate the presence of social biases in sentence-level representations and propose a new method, Sent-Debias, to reduce these biases. We show that Sent … Webneed to perform debiasing at the sentence-level given the recent shift towards new contextual-ized sentence representations such as ELMo and BERT. In this paper, we … locksmith griffith indiana