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Lingli Zhu

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#artificial intelligence Preprint Aug 2026

PromptKWS: A Novel Prompt-Guided Open-Vocabulary Keyword Spotting Framework

The Prompt Phrases Prediction Network (PPN) is introduced, an encoder-decoder architecture designed to effectively extract keyword prompts embeddings and infuse the prompt embedding into the Prompt-guided KWS encoder by utilizing a Prompt-acoustic Multi-head Cross-attention (MHCA).

G. Xu, Cheng-Fei Li, Xian-Liang Wang et al. · 0 citations
Open access Aug 2026

Improved Sequence Labeling Algorithms and Their Applications for Translation Error Detection

This paper proposes an alignment-aware multi-granularity tagging framework. First, this method uses a cross-lingual pre-trained model to encode source and target language contexts jointly while explicitly modeling-level bilingual correspondences via a learnable soft alignment layer. Second, a gated local enhancement mo...

Bi-Juan Wang, Lingli Zhu, Hongli Wen · 0 citations

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