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Moreover, two levels of attention mechanisms are adopted at both word-level and session-level, which enable it to attend to important content when inferring user information needs. Experimental results based on a large-scale query log from a commercial search engine demonstrate the effectiveness of...
这段话的意思就是说,attention 机制里主要有三个向量 - key, query 和 value,其实可以将 Attention 机制看作一种软寻址(Soft Addressing):Source 可以看作一个中药铺子的储物箱,储物箱里的药品由地址 Key(药品名)和值 Value(药品)组成,当前有个 Key=Query(药方)的查询,目的是取出储物箱里对应的 Value 值(...
Hierarchical Attention Network for Context-Aware Query Suggestion Query suggestion helps search users to efficiently express their infor- mation needs and has attracted many studies. Among the different kinds of fac- tors... X Li†,Yiqun Liu†,L Xin,... 被引量: 0发表: 0年 VHDL IMPLEMENTA...
微软亚洲研究院在NeurIPS ENSLP 2024获最佳论文奖!在NeurIPS 2024 ENSLP workshop这个专注于模型效率提升的研讨会上,微软亚洲研究院名为《Retrieval Attention: Accelerating Long-Context LLM Inference via Vector Retrieval》的论文荣获最佳论文奖(Best Paper Award)。该研究创造性地提出使用向量索引来动态检索最关键的...
2023 Never Miss A Beat: An Efficient Recipe for Context Window Extension of Large Language Models with Consistent "Middle" Enhancement Tong Wu, Yanpeng Zhao, Zilong Zheng 2024 Efficient Streaming Language Models with Attention Sinks Guangxuan ...
Context modeling is essential to generate coherent and consistent translation for Document-level Neural Machine Translations. The widely used method for document-level translation usually compresses the context information into a representation via hierarchical attention networks. However, this method neither ...
In regard to the context service layer18, research on context-related topics is given increased attention with the establishment of international and interdisciplinary communities where interoperability and mobility must rely on context awareness for situated computing, and from the decision support system ...
Turning attention to FIG. 5, a representative query-alteration component230is depicted including a context acquisition component510and a query writer component520. The context acquisition component510selects a context for a query using query context model or in one embodiment a context list, as previ...
As the standardisation efforts for IoT are fast progressing, efforts in standardising context management platforms led by the European Telecommunications Standards Institute (ETSI) are gaining more attention from both academic and industrial research organizations. These standardisation endeavours will enable ...