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cs.CL2025
Cross-Domain Bilingual Lexicon Induction via Pretrained Language Models
Qiuyu Ding, Zhiqiang Cao, Hailong Cao +1
Bilingual Lexicon Induction (BLI) is generally based on common domain data to obtain monolingual word embedding, and by aligning the monolingual word embeddings to obtain the cross…
cs.CL2025
Enhancing Large Language Models'Machine Translation via Dynamic Focus Anchoring
Qiuyu Ding, Zhiqiang Cao, Hailong Cao +1
Large language models have demonstrated exceptional performance across multiple crosslingual NLP tasks, including machine translation (MT). However, persistent challenges remain in…
cs.CL2025
Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design
Yudi Zhang, Weilin Zhao, Xu Han +4
Speculative decoding and quantization effectively accelerate memory-bound inference of large language models. Speculative decoding mitigates the memory bandwidth bottleneck by veri…